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Math3 Derivative and IntegralLaajuus (3 cr)

Code: TZLM3300

Credits

3 op

Teaching language

  • Finnish
  • English

Responsible person

  • Anne Rantakaulio, TKN
  • Antti Kosonen, TER, TRY, TRM
  • Ida Arhosalo, TSA, TAR
  • Harri Varpanen, TIC
  • Pekka Varis, TTV
  • Kalle Niemi, TLS, TLP

Objective

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Qualifications

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Assessment criteria, satisfactory (1)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Assessment criteria, good (3)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Assessment criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Enrollment

18.11.2024 - 09.01.2025

Timing

10.03.2025 - 30.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV24S1
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 10.3. and 30.4.2025

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2025

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

18.11.2024 - 09.01.2025

Timing

10.03.2025 - 30.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV24S2
    Tieto- ja viestintätekniikka (AMK)
  • ZJATTV24S2
    Avoin amk, Tieto- ja viestintätekniikka, Päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 10.3. and 30.4.2025

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2025

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

18.11.2024 - 09.01.2025

Timing

10.03.2025 - 30.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV24S3
    Tieto- ja viestintätekniikka (AMK)
  • ZJATTV24S3
    Avoin amk, Tieto- ja viestintätekniikka, Päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 10.3. and 30.4.2025

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2025

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2024 - 09.01.2025

Timing

10.03.2025 - 27.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

20 - 35

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Groups
  • TSA24SR1
    Insinööri (AMK), sähkö- ja automaatiotekniikka, päivätoteutus
  • ZJATSA24S1
    Avoin amk, Sähkö-ja automaatiotekniikka, Päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

luennot auditoriossa + laskuharjoitukset tietokoneluokasssa viikoilla 11-17
Läpäisykoe Exam-studiossa
Arvosanakoe viikolla 17, uusintojen ajankohdat kerrotaan toteutuksen työtilassa ja ensimmäisellä luennolla.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Läpäisykoe Exam-studiossa
Arvosanakoe viikolla 17, uusintojen ajankohdat kerrotaan toteutuksen työtilassa ja ensimmäisellä luennolla.

Student workload

Yhteensä 81h
Luennot/laskuharjoitukset/tentti 25-30h
Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) 50-60h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2024 - 09.01.2025

Timing

10.03.2025 - 27.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

20 - 35

Degree programmes
  • Bachelor's Degree Programme in Electrical and Automation Engineering
Teachers
  • Ida Arhosalo
Groups
  • TSA24SR2
    Insinööri (AMK), sähkö- ja automaatiotekniikka, päivätoteutus
  • ZJATSA24S1
    Avoin amk, Sähkö-ja automaatiotekniikka, Päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

luennot auditoriossa + laskuharjoitukset tietokoneluokasssa viikoilla 11-17
Läpäisykoe Exam-studiossa
Arvosanakoe viikolla 17, uusintojen ajankohdat kerrotaan toteutuksen työtilassa ja ensimmäisellä luennolla.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Läpäisykoe Exam-studiossa
Arvosanakoe viikolla 17, uusintojen ajankohdat kerrotaan toteutuksen työtilassa ja ensimmäisellä luennolla.

Student workload

Yhteensä 81h
Luennot/laskuharjoitukset/tentti 25-30h
Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) 50-60h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

18.11.2024 - 09.01.2025

Timing

03.03.2025 - 27.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • English
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ida Arhosalo
Groups
  • TIC24S1
    Bachelor's Degree Programme in Information and Communications Technology
  • ZJATIC24S1
    Avoin amk,ICT, Information and Communication Technology, Päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 10-16.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly contact/online lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Further information for students

Avoin AMK polkuopiskelijat: 5 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

18.11.2024 - 09.01.2025

Timing

03.03.2025 - 30.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • English
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ida Arhosalo
Groups
  • TIC24S2
    Bachelor's Degree Programme in Information and Communications Technology

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 10-16.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly contact/online lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Further information for students

Avoin AMK polkuopiskelijat: 5 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2024 - 09.01.2025

Timing

03.03.2025 - 27.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • English
Seats

20 - 35

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Groups
  • TAR24S1
    Bachelor's Degree Programme in Automation and Robotics

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 10-15, exam on week 16.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly face-to-face lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

18.11.2024 - 09.01.2025

Timing

10.02.2025 - 30.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

20 - 79

Degree programmes
  • Bachelor's Degree Programme in Mechanical Engineering
Teachers
  • Anne Rantakaulio
Groups
  • TKN24SM
    Konetekniikka (AMK)
  • TKN24SA
    Konetekniikka (AMK)
  • TKN24SB
    Konetekniikka (AMK)
  • ZJATKN24SM
    Avoin amk, Konetekniikka, Monimuoto
  • ZJATKN24S1
    Avoin amk, Konetekniikka, Päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

18.11.2024 - 09.01.2025

Timing

27.01.2025 - 25.04.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

20 - 60

Degree programmes
  • Bachelor's Degree Programme in Construction and Civil Engineering
Teachers
  • Kalle Niemi
Scheduling groups
  • TRY24SA (Capacity: 35. Open UAS: 0.)
  • TRY24B (Capacity: 35. Open UAS: 0.)
Groups
  • TRY24S1
    Rakennus- ja yhdyskuntatekniikka (AMK)
  • ZJATRY24S1
    Avoin amk, Rakennus- ja yhdyskuntatekniikka, Päivä
Small groups
  • TRY24SA
  • TRY24B

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 27.1. and 25.4.2025

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2025

Student workload

The estimated workload is 81 hours

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

If a student enrolled in the course does not show activity within three weeks of the start of the course, the enrollment will be rejected.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

18.11.2024 - 09.01.2025

Timing

27.01.2025 - 06.05.2025

Number of ECTS credits allocated

3 op

Virtual portion

1.5 op

Mode of delivery

50 % Face-to-face, 50 % Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

20 - 35

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Ida Arhosalo
Groups
  • TLS24KMM
    Logistiikka - tutkinto-ohjelma (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Kevään aikana tapaamisia monimuotoryhmän yhteisen aikataulutuksen mukaisesti. Lisäksi iltawebinaareja kevään aikana. Kokeet loppukeväästä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla. Läpäisykoe on Exam-studiossa.

Student workload

Yhteensä 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Timing

13.01.2025 - 18.05.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

20 - 40

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ville Kotimäki
Groups
  • TER24S1
    Energia- ja ympäristötekniikka (AMK)
  • ZJATER24S1
    Avoin amk, Energia- ja ympäristötekniikka , päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Learning materials and recommended literature

Kurssilla käytetään opettajan jakamaa PDF-materiaalia.

Teaching methods

Kurssi koostuu luennoista ja laskuharjoitusten laskemisesta.

Exam dates and retake possibilities

Tenttien aikataulut ilmoitetaan ensimmäisellä luennolla.

Student workload

40 h kontaktiopetusta
5 h kokeita
36 h itsenäistä opiskelua

Further information for students

Arviointi tehdään laskuharjoitusten ja kaksiosaisen loppukokeen perusteella.

Lisäksi kurssilla on päiväopiskelijoita koskeva läsnäolovelvoite (80% oppitunneista on oltava paikalla).

Opintojakson ensimmäinen tehtävä tulee tehdä kolmen viikon kuluessa toteutuksen alkamisesta. Tehtävän tekemättä jättäneet poistetaan toteutukselta.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

18.11.2024 - 09.01.2025

Timing

13.01.2025 - 19.05.2025

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

10 - 15

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
Teachers
  • Ida Arhosalo
Groups
  • UTIVERKKO
    Institute of New Industry, online learning (mechanical, logistics and civil engineering)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Tälle toteutukselle ilmoittautuminen on vuodenvaihteessa ja kurssi suoritetaan kevään aikana. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen. Lopppukoeajankohdat ilmoitetaan työtilassa. Konsultointitunteja etäyhteydellä saatetaan kurssin aikana järjestää, mutta niille osallistuminen ei ole välttämätöntä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Läpäisykoe on Exam-studiossa. Arvosanakokeita järjestetään loppukeväästä. Arvosanakokeet mahdollisesti Exam-studiossa tai etävalvotusti tiettyinä ajankohtina. Tarkemmat yksityiskohdat/ajankohdat ilmoitetaan työtilassa toteutuksen alettua.

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Further information for students

Arvosana 1: Pakollisia harjoitustehtäviä ja läpäisykoe hyväksytysti
Arvosanat 2-5: Pakollisia harjoitustehtäviä, läpäisykoe hyväksytysti, lisäksi arvosanat 2-5 perustuvat arvosanakokeen pisteisiin.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2024 - 09.01.2025

Timing

13.01.2025 - 18.05.2025

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

20 - 40

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ville Kotimäki
Groups
  • TER24SM
    Energia- ja ympäristötekniikka (AMK)
  • ZJATER24SM
    Avoin amk, Energia- ja ympäristötekniikka, monimuoto

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Learning materials and recommended literature

Kurssilla käytetään opettajan jakamaa PDF-materiaalia.

Teaching methods

Kurssi koostuu luennoista ja laskuharjoitusten laskemisesta.

Exam dates and retake possibilities

Tenttien aikataulut ilmoitetaan ensimmäisellä luennolla.

Student workload

16 h kontaktiopetusta
5 h kokeita
60 h itsenäistä opiskelua

Further information for students

Arviointi tehdään laskuharjoitusten ja kaksiosaisen loppukokeen perusteella.

Opintojakson ensimmäinen tehtävä tulee tehdä kolmen viikon kuluessa toteutuksen alkamisesta. Tehtävän tekemättä jättäneet poistetaan toteutukselta.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2024 - 22.08.2024

Timing

09.09.2024 - 18.12.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

20 - 58

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Ida Arhosalo
Scheduling groups
  • TLS23SA (Capacity: 35. Open UAS: 0.)
  • TLS23SB (Capacity: 35. Open UAS: 0.)
Groups
  • TLS23S1
    Logistiikka - tutkinto-ohjelma (AMK)
Small groups
  • TLS23SA
  • TLS23SB

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

luennot/laskuharjoitukset 2h/vko viikoilla 37-50

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Loppukoe(arvosanakoe) kurssin viimeisellä luentokerralla (vko 50). Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla. Läpäisykoe Exam-studiossa itselle sopivaan ajankohtaan ennen arvosanakoetta.

Student workload

Yhteensä 81h
Luennot/laskuharjoitukset/tentti 25-30h
Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) 50-60h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2024 - 22.08.2024

Timing

02.09.2024 - 08.12.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • English
Seats

20 - 44

Degree programmes
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Kalle Niemi
Groups
  • TLP24VS
    Bachelor's Degree Programme in Purchasing and Logistics Engineering (AMK) vaihto-opiskelu/Exchange studies
  • TLP23S1
    Bachelor's Degree Programme in Purchasing and Logistics Engineering

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 2.9. - 8.12.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, booklet tasks.

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, exam.

Exam dates and retake possibilities

Läpäisykoe Examissa viikolta 48 lähtien, arvosanakoe viikolla 17, uusintakoe 1 viikolla 19 ja uusintakoe 2 viikolla 21.

Student workload

Lectures, guided exercises and exam 30 h
Independent work and automatic tests 51 h

Further information for students

Jatkuva palaute: automaattitestit ja palautettavat tehtävät
Läpäisykoe
Arvosanakoe
Bonustehtävä

Avoin AMK 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2024 - 22.08.2024

Timing

26.08.2024 - 18.12.2024

Number of ECTS credits allocated

3 op

Virtual portion

1.5 op

Mode of delivery

50 % Face-to-face, 50 % Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

20 - 25

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Ida Arhosalo
Groups
  • TLS23SMM
    Logistiikka - tutkinto-ohjelma (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Syksyn aikana tapaamisia monimuotoryhmän yhteisen aikataulutuksen mukaisesti. Kokeet loppusyksystä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/webinaarit, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla.

Exam dates and retake possibilities

Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Student workload

Yhteensä 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2024 - 22.08.2024

Timing

26.08.2024 - 31.12.2024

Number of ECTS credits allocated

3 op

Virtual portion

2.5 op

Mode of delivery

17 % Face-to-face, 83 % Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Groups
  • TSA24KM
    Insinööri (AMK), sähkö- ja automaatiotekniikka,monimuototeutus
  • ZJATSA24KM
    Avoin amk, Sähkö- ja automaatiotekniikka, Monimuoto

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Syksyn aikana tapaamisia monimuotoryhmän yhteisen aikataulutuksen mukaisesti. Kokeet loppusyksystä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/webinaarit, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla.

Exam dates and retake possibilities

Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Student workload

Yhteensä 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.04.2024 - 30.04.2024

Timing

01.05.2024 - 30.09.2024

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 70

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ida Arhosalo
Groups
  • UTIVERKKO
    Institute of New Industry, online learning (mechanical, logistics and civil engineering)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Tälle toteutukselle ilmoittautuminen on huhtikuussa ja kurssi suoritetaan kesän aikana. Kurssilla on aktivoiduttava toukokuun kahden ensimmäisen viikon aikana tai ilmoittautuminen hylätään. Toukokuussa järjestetään ohjauswebinaareja, joille osallistuminen ei ole pakollista. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen. Lopppukoeajankohdat ilmoitetaan työtilassa.

Kesäopinnot/IT-instituutin opiskelijat (20 paikkaa).

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokeeseen ilmoittautumista.

Toukokuussa järjestetään ohjauswebinaareja, jossa käydään arvosanan 1 kriteereiden tasolla kurssin aiheita läpi.

Exam dates and retake possibilities

Tenttiajankohdat ilmoitetaan myöhemmin työtilassa. Ne sijoittuvat elo- ja syyskuulle. (Pelkän läpäisykokeen, jolla voi saada korkeintaan arvosanan 1, voi tehdä jo aikaisemmin. Sen voi tehdä Exam-studiossa Exam-studion aukioloaikojen puitteissa.)

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

04.03.2024 - 30.04.2024

Number of ECTS credits allocated

3 op

Virtual portion

1 op

Mode of delivery

67 % Face-to-face, 33 % Online learning

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

20 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV23S1
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 4.3. and 26.4.2024

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2024

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

04.03.2024 - 30.04.2024

Number of ECTS credits allocated

3 op

Virtual portion

1 op

Mode of delivery

67 % Face-to-face, 33 % Online learning

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

20 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV23S2
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 4.3. and 26.4.2024

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2024

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

04.03.2024 - 30.04.2024

Number of ECTS credits allocated

3 op

Virtual portion

1 op

Mode of delivery

67 % Face-to-face, 33 % Online learning

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

20 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV23S3
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 4.3. and 26.4.2024

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2024

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

04.03.2024 - 30.04.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ville Arvio
Groups
  • TTV23S5
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 4.3. and 26.4.2024

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2024

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

04.03.2024 - 30.04.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ville Arvio
Groups
  • TTV23SM
    Tieto- ja viestintätekniikka (AMK)
  • ZJATTV23SM
    Avoin amk, Tieto- ja viestintätekniikka, Monimuoto

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 4.3. and 26.4.2024

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2024

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

04.03.2024 - 30.04.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • English
Seats

20 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Harri Varpanen
Groups
  • TIC23S1
    Bachelor's Degree Programme in Information and Communications Technology

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 10-16.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly contact/online lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Further information for students

Avoin AMK polkuopiskelijat: 5 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

04.03.2024 - 19.05.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • English
Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Groups
  • TAR23S1
    Bachelor's Degree Programme in Automation and Robotics

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 10-15, exam on week 16.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly face-to-face lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

04.03.2024 - 19.05.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Groups
  • TSA23SR1
    Sähkö- ja automaatiotekniikka (AMK)
  • TSA23SR2
    Sähkö- ja automaatiotekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

12.02.2024 - 30.04.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 55

Degree programmes
  • Bachelor's Degree Programme in Construction and Civil Engineering
Teachers
  • Kalle Niemi
Scheduling groups
  • TRY23SA (Capacity: 35. Open UAS: 0.)
  • TRY23SB (Capacity: 35. Open UAS: 0.)
Groups
  • TRY23S1
    Rakennus- ja yhdyskuntatekniikka (AMK)
  • ZJATRY23S1
    Avoin amk, Rakennus- ja yhdyskuntatekniikka, Päivä
Small groups
  • TRY23SA
  • TRY23SB

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 8.1. - 15.3.2024

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2024

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (75 % correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

05.02.2024 - 30.04.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 94

Degree programmes
  • Bachelor's Degree Programme in Mechanical Engineering
Teachers
  • Anne Rantakaulio
Groups
  • TKN23SB
    Konetekniikka (AMK)
  • ZJATKN23S1
    Avoin amk, Konetekniikka, Päivä
  • ZJATKN23SM
    Avoin amk, Konetekniikka, Monimuoto
  • TKN23SM
    Konetekniikka (AMK)
  • TKN23SA
    Konetekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 5.2. - 30.4.2024.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, booklet tasks.

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, exam.

Exam dates and retake possibilities

Läpäisykoe Examissa viikolta 14 lähtien, arvosanakoe ja monimuotojen läpäisykoe viikolla 17, uusintakoe 1 viikolla 19 ja uusintakoe 2 viikolla 21.

Alternative completion methods

Web-based course in Summer 2024

Student workload

Lectures, guided exercises and exam 40 h
Independent work and automatic tests 40 h

Further information for students

Jatkuva palaute: automaattitestit ja palautettavat tehtävät
Läpäisykoe
Arvosanakoe
Bonustehtävä

Avoin AMK 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 07.01.2024

Timing

08.01.2024 - 19.05.2024

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Teaching languages
  • Finnish
Seats

0 - 20

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ida Arhosalo
Groups
  • UTIVERKKO
    Institute of New Industry, online learning (mechanical, logistics and civil engineering)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen. Lopppukoeajankohdat ilmoitetaan työtilassa.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Loppukokeita järjestetään loppukeväästä. Ne valvotaan etäyhteydellä. Tarkemmat ajankohdat ilmoitetaan työtilassa kurssin alettua.

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

08.01.2024 - 20.05.2024

Number of ECTS credits allocated

3 op

Virtual portion

2 op

Mode of delivery

34 % Face-to-face, 66 % Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Ida Arhosalo
Groups
  • TLS23KMM
    Logistiikka - tutkinto-ohjelma (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Kevään aikana tapaamisia monimuotoryhmän yhteisen aikataulutuksen mukaisesti. Kokeet loppukeväästä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Student workload

Yhteensä 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

20.11.2023 - 04.01.2024

Timing

01.01.2024 - 19.05.2024

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Teaching languages
  • Finnish
Seats

0 - 70

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ville Kotimäki
Groups
  • ZJATER23S1
    Avoin amk, Energia- ja ympäristötekniikka , päivä
  • TER23S1
    Energia- ja ympäristötekniikka (AMK)
  • TER23SM
    Energia- ja ympäristötekniikka (AMK)
  • ZJATER23SM
    Avoin amk, Energia- ja ympäristötekniikka , monimuoto

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2023 - 24.08.2023

Timing

16.10.2023 - 19.12.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Groups
  • TSA23KM
    Insinööri (AMK), sähkö- ja automaatiotekniikka,monimuototeutus

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Syksyn aikana tapaamisia monimuotoryhmän yhteisen aikataulutuksen mukaisesti. Kokeet loppusyksystä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/webinaarit, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla.

Exam dates and retake possibilities

Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Student workload

Yhteensä 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2023 - 24.08.2023

Timing

28.08.2023 - 19.12.2023

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 15

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
Teachers
  • Ida Arhosalo
Groups
  • UTIVERKKO
    Institute of New Industry, online learning (mechanical, logistics and civil engineering)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Tälle toteutukselle ilmoittautuminen on syksyn alussa ja kurssi suoritetaan syksyn aikana. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen. Lopppukoeajankohdat ilmoitetaan työtilassa. Konsultointitunteja etäyhteydellä saatetaan kurssin aikana järjestää, mutta niille osallistuminen ei ole välttämätöntä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Loppukokeita järjestetään loppusyksystä. Ne valvotaan etäyhteydellä. Tarkemmat ajankohdat ilmoitetaan työtilassa kurssin alettua.

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2023 - 24.08.2023

Timing

28.08.2023 - 19.12.2023

Number of ECTS credits allocated

3 op

Virtual portion

2 op

Mode of delivery

34 % Face-to-face, 66 % Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Ida Arhosalo
Groups
  • TLS22SMM
    Logistiikka - tutkinto-ohjelma (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Syksyn aikana tapaamisia monimuotoryhmän yhteisen aikataulutuksen mukaisesti. Kokeet loppusyksystä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/webinaarit, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla.

Exam dates and retake possibilities

Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Student workload

Yhteensä 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2023 - 24.08.2023

Timing

28.08.2023 - 19.12.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 55

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Kalle Niemi
Scheduling groups
  • TLS22SA (Capacity: 30. Open UAS: 0.)
  • TLS22SB (Capacity: 30. Open UAS: 0.)
Groups
  • TLS22S1
    Logistiikka - tutkinto-ohjelma (AMK)
Small groups
  • TLS22SA
  • TLS22SB

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 30.10. - 17.12.2023.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, booklet tasks.
Extra material in Applied Calculus (http://www.opentextbookstore.com/details.php?id=14)

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, exam.

Exam dates and retake possibilities

Final exam in week 45, resit 1 in week 47 and resit 2 in week 2/2024.

Alternative completion methods

Web-based course in Spring and Summer 2024

Student workload

Lectures, guided exercises and exam 30 h
Independent work and automatic tests 51 h

Further information for students

Continuous feedback: automated tests and returnable tasks
Final exam

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2023 - 24.08.2023

Timing

28.08.2023 - 19.12.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • English
Seats

0 - 30

Degree programmes
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Kalle Niemi
Groups
  • TLP22S1
    Bachelor's Degree Programme in Purchasing and Logistics Engineering
  • TLP23VS
    Bachelor's Degree Programme in Purchasing and Logistics Engineering (AMK) vaihto-opiskelu/Exchange studies

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 30.10. - 17.12.2023.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, booklet tasks.

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, exam.

Exam dates and retake possibilities

Läpäisykoe Examissa viikolta 48 lähtien, arvosanakoe viikolla 17, uusintakoe 1 viikolla 19 ja uusintakoe 2 viikolla 21.

Student workload

Lectures, guided exercises and exam 30 h
Independent work and automatic tests 51 h

Further information for students

Jatkuva palaute: automaattitestit ja palautettavat tehtävät
Läpäisykoe
Arvosanakoe
Bonustehtävä

Avoin AMK 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.04.2023 - 30.04.2023

Timing

01.05.2023 - 31.08.2023

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 40

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • LOGRAKVERKKO
    Logistiikan ja rakentamisen verkko-opetus

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Tälle toteutukselle ilmoittautuminen on huhtikuussa ja kurssi suoritetaan kesän aikana. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen. Lopppukoeajankohdat ilmoitetaan työtilassa. Konsultointitunteja etäyhteydellä saatetaan kurssin aikana järjestää, mutta niille osallistuminen ei ole välttämätöntä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Tenttiajankohdat ilmoitetaan myöhemmin työtilassa. Ne sijoittuvat viikoille 32-35.

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Teaching languages
  • Finnish
Seats

0 - 70

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ville Arvio

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 6.3.2023 and 21.4.2023.

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The course timetable is agreed on at the beginning of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2023

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (80% correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Teaching languages
  • Finnish
Seats

0 - 70

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ville Arvio
Groups
  • ZJATTV22SM
    Avoin amk, Tieto- ja viestintätekniikka, Monimuoto
  • TTV22SM
    Tieto- ja viestintätekniikka (AMK)
  • TTV22SM2
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 6.3.2023 and 28.4.2023.

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The course timetable is agreed on at the beginning of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2023

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (80% correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Pekka Varis
Groups
  • TTV22S1
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Kevätlukukauden 2023 toinen puolisko.

Learning materials and recommended literature

Opettajan oppimisympäristössä julkaisema kirjallinen materiaali.
Lisämateriaaliksi suositellaan esimerkiksi Alestalo, Lehtola, Nieminen, Rantakaulio: Tekninen Matematiikka 2 -oppikirjaa.

Teaching methods

Kontaktiopetus 2+2 h/viikko (luentoja ja laskuharjoituksia)
Videoluentoja
Itsenäisiä laskuharjoituksia

Exam dates and retake possibilities

Tentin ajankohdat ja uusintapäivät julkaistaan opintojakson ensimmäisellä kerralla opintojakson oppimisympäristössä.

Alternative completion methods

Mahdollisuus tenttiä kurssikokeella opintojakson alussa.

Student workload

Kontaktiopetus noin 25 h. Joillakin viikoilla voi olla etäopetusta Dynamon tilojen käytettävyydestä riippuen.
Harjoitukset kontaktituntien ulkopuolella noin 25 h
Teoriamateriaalin opiskelu, kokeisiin valmistautuminen ja kokeiden suorittaminen noin 25 h

Further information for students

Arviointimenetelmä:
Kurssin lopussa pidetään koe. Viikoittaisista kotitehtävistä saa kokeeseen lisäpisteitä.

Suositellaan valitsemaan myös opintojakso Mat3 Tukiopinnot, jos lukion pitkän matematiikan opintoja ei ole pohjalla.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • English
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Harri Varpanen
Groups
  • TIC22S1
    Bachelor's Degree Programme in Information and Communications Technology

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 10-16.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly contact/online lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Further information for students

Avoin AMK polkuopiskelijat: 5 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 30

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Pekka Varis
Groups
  • ZJATTV22S2
    Avoin amk, Tieto- ja viestintätekniikka, Päivä
  • TTV22S2
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Kevätlukukauden 2023 toinen puolisko.

Learning materials and recommended literature

Opettajan oppimisympäristössä julkaisema kirjallinen materiaali.
Lisämateriaaliksi suositellaan esimerkiksi Alestalo, Lehtola, Nieminen, Rantakaulio: Tekninen Matematiikka 2 -oppikirjaa.

Teaching methods

Kontaktiopetus 2+2 h/viikko (luentoja ja laskuharjoituksia)
Videoluentoja
Itsenäisiä laskuharjoituksia

Exam dates and retake possibilities

Tentin ajankohdat ja uusintapäivät julkaistaan opintojakson ensimmäisellä kerralla opintojakson oppimisympäristössä.

Alternative completion methods

Mahdollisuus tenttiä kurssikokeella opintojakson alussa.

Student workload

Kontaktiopetus noin 25 h. Joillakin viikoilla voi olla etäopetusta Dynamon tilojen käytettävyydestä riippuen.
Harjoitukset kontaktituntien ulkopuolella noin 25 h
Teoriamateriaalin opiskelu, kokeisiin valmistautuminen ja kokeiden suorittaminen noin 25 h

Further information for students

Arviointimenetelmä:
Kurssin lopussa pidetään koe. Viikoittaisista kotitehtävistä saa kokeeseen lisäpisteitä.

Suositellaan valitsemaan myös opintojakso Mat3 Tukiopinnot, jos lukion pitkän matematiikan opintoja ei ole pohjalla.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV22S3
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 6.3. and 21.4.2023

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2023

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (80% correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 30

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Ville Arvio
Groups
  • TTV22S5
    Tieto- ja viestintätekniikka (AMK)
  • ZJATTV22S5
    Avoin amk, Tieto- ja viestintätekniikka, Päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 6.3.2023 and 28.4.2023.

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The course timetable is agreed on at the beginning of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2023

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (80% correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV22S4
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

The course is implemented between 6.3. and 21.4.2023

Learning materials and recommended literature

Course material consists of written material and video material available in the e-learning environment.

Recommended literature:
- Lehtola, Rantakaulio - Tekninen matematiikka 2 (in Finnish)

Teaching methods

Lectures, guided exercises, independent work

Exam dates and retake possibilities

The timetable of the course is agreed on at the first meeting of the course and then published in the e-learning environment.

Alternative completion methods

Online course in Summer 2023

Student workload

The estimated workload is 81 hours, which is divided approximately fifty - fifty between contact teaching and independent work.

Further information for students

The course includes home assignments, intermediate tests, a pass examination and a grade examination. It is possible to pass the course with grade 1 by taking the pass examination (80% correct) based on fundamentals studied in the course. A higher grade requires participation in the grade examination. To be able to participate in the pass examination and grade examination, the compulsory parts (home assignments and intermediate tests) must be completed acceptably.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Pekka Varis
Groups
  • TSA22SR2
    Sähkö- ja automaatiotekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

06.03.2023 - 28.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 60

Degree programmes
  • Bachelor's Degree Programme in Electrical and Automation Engineering
Teachers
  • Sirpa Alestalo
Teacher in charge

Ida Arhosalo

Groups
  • ZJATSA22S1
    Avoin amk, Sähkö- ja automaatiotekniikka, Päivä
  • TSA22SR1
    Sähkö- ja automaatiotekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

luennot/laskuharjoitukset 2*2/vko viikoilla 10-16

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Loppukoe viikolla 16. Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Alternative completion methods

Mahdollisuus tenttiä kurssikokeella opintojakson alussa.

Kurssista löytyy myös itsenäisesti tehtävä verkkototeutus. Jos kontaktiopetukseen ei halua osallistua, kannattaa ilmoittautua verkkototeutukselle.

Student workload

Yhteensä 81h
Luennot/laskuharjoitukset/tentti 25-30h
Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) 50-60h

Further information for students

Opintojaksoon liittyy kotitehtäviä, välitestejä, läpäisytesti ja arvosanakoe. Opintojakso on mahdollista suorittaa arvosanalla 1 tekemällä hyväksytysti (80 % oikein) perusasioihin liittyvän läpäisytestin. Korkeampi arvosana edellytttää arvosanakokeeseen osallistumista. Jotta läpäisytestiin ja arvosanakokeeseen voi osallistua, täytyy opintojakson pakolliset suoritteet (kotitehtävät ja välitestit) olla hyväksytysti tehty.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

21.11.2022 - 05.01.2023

Timing

06.03.2023 - 30.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • English
Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • TAR22S1
    Bachelor's Degree Programme in Automation and Robotics

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 10-15, exam on week 16.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly contact/online lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 05.01.2023

Timing

09.01.2023 - 26.02.2023

Number of ECTS credits allocated

3 op

Virtual portion

2 op

Mode of delivery

34 % Face-to-face, 66 % Online learning

Unit

School of Technology

Teaching languages
  • Finnish
Seats

0 - 60

Degree programmes
  • Bachelor's Degree Programme in Energy and Environmental Technology
Teachers
  • Antti Kosonen
Groups
  • TER22S1
    Energia- ja ympäristötekniikka (AMK)
  • TER22SM
    Energia- ja ympäristötekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

This course is implemented 23.1.2023 - 2.4.2023 instead of the previously announced 9.1.2023 - 26.2.2023.

Lectures will be streamed online.

Guided exercises will be held at campus or online depending on the implementation of your degree programme.

Learning materials and recommended literature

Written material, video material and exercises prepared by teacher.

Appropriate textbooks in Finnish:
- Alestalo, S., Lehtola, P., Nieminen, T. & Rantakaulio, A. 2011. Tekninen matematiikka 1. 1. uusittu painos. Tampere: Tammertekniikka.
- Henttonen, J., Peltomäki, J. & Uusitalo, S. 2003. Tekniikan matematiikka: 1. Helsinki: Edita.

Teaching methods

Lectures, guided exercises, independent work, exams

Exam dates and retake possibilities

Exam to pass the course will be done independently during the course in e-exam studio or as a more traditional supervised exam during week 8, depending on the implementation of your degree programme.

The grade-determining exam will take place during week 8.

First resit 22.3.2023
Second resit 12.4.2023

Alternative completion methods

Face-to-face and online implementations are available in spring and in autumn. It is also possible to attend the course online during summer 2023.

Student workload

For six weeks:

Lectures 2 * 45 min

Exercises (depending on programme): 3 * 45 min or 2 * 45 min


Additionally:

Exams approximately 4 h

Independent work approximately 55 - 60 h

Content scheduling

Themes will be discussed in the following order (one week / theme):
1. Definition of the Derivative
2. Symbolic Differentiation
3. Applications of the Derivative
4. Definition of the Integral and Symbolic Integration
5. The Fundamental Theorem of Calculus
6. Applications of Integration

Further information for students

Assessment is based on two-part final exam and exercises.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

09.01.2023 - 19.05.2023

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 5

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • LOGRAKVERKKO
    Logistiikan ja rakentamisen verkko-opetus

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Tälle toteutukselle ilmoittautuminen on vuodenvaihteessa ja kurssi suoritetaan kevään aikana. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen. Lopppukoeajankohdat ilmoitetaan työtilassa. Konsultointitunteja etäyhteydellä saatetaan kurssin aikana järjestää, mutta niille osallistuminen ei ole välttämätöntä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Loppukokeita järjestetään viikoilla 8-17. Ne valvotaan etäyhteydellä. Tarkemmat ajankohdat ilmoitetaan työtilassa kurssin alettua.

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

09.01.2023 - 30.04.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 55

Degree programmes
  • Bachelor's Degree Programme in Construction and Civil Engineering
Teachers
  • Anne Rantakaulio
Teacher in charge

Anne Rantakaulio

Scheduling groups
  • TRY22SA (Capacity: 35. Open UAS: 0.)
  • TRY22SB (Capacity: 35. Open UAS: 0.)
Groups
  • ZJATRY22S1
    Avoin amk, Rakennus- ja yhdyskuntatekniikka, Päivä
  • TRY22S1
    Rakennus- ja yhdyskuntatekniikka (AMK)
Small groups
  • TRY22SA
  • TRY22SB

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 20.2. - 28.4.2023.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, booklet tasks.

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, exam.

Exam dates and retake possibilities

Läpäisy- ja arvosanakoe viikolla 17, uusintakoe 1 viikolla 19 ja uusintakoe 2 viikolla 21.

Alternative completion methods

Web-based course in Summer 2023

Student workload

Lectures, guided exercises and exam 40 h
Independent work and automatic tests 40 h

Further information for students

Jatkuva palaute: automaattitestit ja palautettavat tehtävät
Läpäisykoe
Arvosanakoe
Bonustehtävä

Avoin AMK 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

09.01.2023 - 21.05.2023

Number of ECTS credits allocated

3 op

Virtual portion

1 op

Mode of delivery

67 % Face-to-face, 33 % Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 40

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • TLS22KMM
    Logistiikan tutkinto-ohjelma (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Kevään aikana tapaamisia monimuotoryhmän yhteisen aikataulutuksen mukaisesti. Kokeet loppukeväästä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Student workload

Yhteensä 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2022 - 05.01.2023

Timing

01.01.2023 - 21.05.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 100

Degree programmes
  • Bachelor's Degree Programme in Mechanical Engineering
Teachers
  • Anne Rantakaulio
Teacher in charge

Anne Rantakaulio

Groups
  • TKN22SA
    Konetekniikka (AMK)
  • TKN22SB
    Konetekniikka (AMK)
  • ZJATKN22SM
    Avoin amk, Konetekniikka, Monimuoto
  • TKN22S1
    Konetekniikka (AMK)
  • TKN22SM
    Konetekniikka (AMK)
  • ZJATKN22S1
    Avoin amk, Konetekniikka, Päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 20.2. - 28.4.2022.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, booklet tasks.

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, exam.

Exam dates and retake possibilities

Läpäisy- ja arvosanakoe viikolla 17, sen uusintakoe 1 viikolla 19 ja uusintakoe 2 viikolla 21.

Alternative completion methods

Web-based course in Summer 2023

Student workload

Lectures, guided exercises and exam 40 h
Independent work and automatic tests 40 h

Further information for students

Jatkuva palaute: automaattitestit ja palautettavat tehtävät
Läpäisykoe
Arvosanakoe
Bonustehtävä

Avoin AMK 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2022 - 25.08.2022

Timing

05.09.2022 - 18.11.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 30

Degree programmes
  • Bachelor's Degree Programme in Electrical and Automation Engineering
Teachers
  • Anne Rantakaulio
Teacher in charge

Pasi Lehtola

Groups
  • TSA22KM
    Insinööri (AMK), sähkö- ja automaatiotekniikka,monimuototeutus

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 5.9. - 18.11.2022.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, assignments, booklet tasks.

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, assignments, exam.

Exam dates and retake possibilities

Läpäisy- ja arvosanakoe viikolla 46. Uusintakoe 1 viikolla 49 ja uusintakoe 2 viikolla 2.

Alternative completion methods

Web-based course in Summer 2023

Student workload

Lectures, guided exercises and exam 28 h
Independent work 53 h

Further information for students

Jatkuva palaute: automaattitestit ja palautettavat tehtävät
Läpäisykoe
Arvosanakoe
Bonustehtävä

Avoin AMK 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2022 - 25.08.2022

Timing

29.08.2022 - 14.10.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Teaching languages
  • Finnish
Seats

0 - 55

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Scheduling groups
  • TLS21SA (Capacity: 35. Open UAS: 0.)
  • TLS21SB (Capacity: 35. Open UAS: 0.)
Groups
  • TLS21S1
    Logistiikan tutkinto-ohjelma (AMK)
Small groups
  • TLS21SA
  • TLS21SB

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

luennot/laskuharjoitukset 2*2/vko viikoilla 35-41

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Loppukoe kurssin viimeisellä luentokerralla (vko 41). Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Alternative completion methods

Kurssista löytyy myös itsenäisesti tehtävä verkkototeutus. Jos kontaktiopetukseen ei halua osallistua, kannattaa ilmoittautua verkkototeutukselle.

Student workload

Yhteensä 81h
Luennot/laskuharjoitukset/tentti 25-30h
Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) 50-60h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2022 - 25.08.2022

Timing

29.08.2022 - 21.12.2022

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 5

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • LOGRAKVERKKO
    Logistiikan ja rakentamisen verkko-opetus

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Tälle toteutukselle ilmoittautuminen on elokuussa. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen. Voit osallistua viikolla 41 loppukokeeseen Rajakadulla, muut loppukokeet myöhemmin syksyllä valvotaan etäyhteydellä. Lopppukoeajankohdat ilmoitetaan työtilassa. Konsultointitunteja etäyhteydellä saatetaan kurssin aikana järjestää, mutta niille osallistuminen ei ole välttämätöntä.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Loppukokeita järjestetään viikoilla 41-49. Viikon 41 kokeet on Rajakadulla luokassa. Viikoilla 43-49 järjestetään 3 etävalvottua koetta.

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.08.2022 - 25.08.2022

Timing

29.08.2022 - 31.10.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • English
Seats

0 - 30

Degree programmes
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • TLP22VS
    Bachelor's Degree Programme in Purchasing and Logistics Engineering (AMK) vaihto-opiskelu/Exchange studies
  • TLP21S1
    Bachelor's Degree Programme in Purchasing and Logistics Engineering

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 35-40, exam on week 41.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly face-to-face lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

07.03.2022 - 29.04.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Pekka Varis
Groups
  • TTV21S1
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Kevätlukukauden 2022 toinen puolisko.

Learning materials and recommended literature

Opettajan oppimisympäristössä julkaisema kirjallinen materiaali.
Lisämateriaaliksi suositellaan esimerkiksi Alestalo, Lehtola, Nieminen, Rantakaulio: Tekninen Matematiikka 2 -oppikirjaa.

Teaching methods

Kontaktiopetus 2+2 h/viikko (luentoja ja laskuharjoituksia)
Videoluentoja
Itsenäisiä laskuharjoituksia

Exam dates and retake possibilities

Tentin ajankohdat ja uusintapäivät julkaistaan opintojakson ensimmäisellä kerralla opintojakson oppimisympäristössä.

Alternative completion methods

Mahdollisuus tenttiä kurssikokeella opintojakson alussa.

Student workload

Kontaktiopetus noin 25 h. Joillakin viikoilla voi olla etäopetusta Dynamon tilojen käytettävyydestä riippuen.
Harjoitukset kontaktituntien ulkopuolella noin 25 h
Teoriamateriaalin opiskelu, kokeisiin valmistautuminen ja kokeiden suorittaminen noin 25 h

Further information for students

Arviointimenetelmä:
Kurssin lopussa pidetään koe. Viikoittaisista kotitehtävistä saa kokeeseen lisäpisteitä.

Suositellaan valitsemaan myös opintojakso Mat1 Tukiopinnot, jos lukion pitkän matematiikan opintoja ei ole pohjalla.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

07.03.2022 - 29.04.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Pekka Varis
Groups
  • ZJA21STIPPTV
    Avoin amk, tekniikka, Tieto-ja viestintätekniikka, päivä
  • TTV21S2
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Kevätlukukauden 2022 toinen puolisko.

Learning materials and recommended literature

Opettajan oppimisympäristössä julkaisema kirjallinen materiaali.
Lisämateriaaliksi suositellaan esimerkiksi Alestalo, Lehtola, Nieminen, Rantakaulio: Tekninen Matematiikka 2 -oppikirjaa.

Teaching methods

Kontaktiopetus 2+2 h/viikko (luentoja ja laskuharjoituksia)
Videoluentoja
Itsenäisiä laskuharjoituksia

Exam dates and retake possibilities

Tentin ajankohdat ja uusintapäivät julkaistaan opintojakson ensimmäisellä kerralla opintojakson oppimisympäristössä.

Alternative completion methods

Mahdollisuus tenttiä kurssikokeella opintojakson alussa.

Student workload

Kontaktiopetus noin 25 h. Joillakin viikoilla voi olla etäopetusta Dynamon tilojen käytettävyydestä riippuen.
Harjoitukset kontaktituntien ulkopuolella noin 25 h
Teoriamateriaalin opiskelu, kokeisiin valmistautuminen ja kokeiden suorittaminen noin 25 h

Further information for students

Arviointimenetelmä:
Kurssin lopussa pidetään koe. Viikoittaisista kotitehtävistä saa kokeeseen lisäpisteitä.

Suositellaan valitsemaan myös opintojakso Mat1 Tukiopinnot, jos lukion pitkän matematiikan opintoja ei ole pohjalla.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

07.03.2022 - 29.04.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV21S3
    Tieto- ja viestintätekniikka (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Opintojakso toteutetaan viikoilla 11 - 17 (14.3. - 29.4.2022) Lutakon kampuksella kontaktina Dynamolla tai etänä Zoomissa

Learning materials and recommended literature

Opintojakson pääasiallisena materiaalina toimivat opettajan jakama kirjallinen materiaali sekä videomateriaali verkko-oppimisympäristössä.

Opintojaksoon liittyvä suositeltava kirjallisuus:
- Lehtola, Rantakaulio - Tekninen matematiikka 2

Teaching methods

Kontaktiopetus 3+2 h /viikko, ohjatut laskuharjoitukset, itsenäinen työskentely

Exam dates and retake possibilities

Opintojakson tarkempi aikataulu sovitaan opintojakson aloitustapaamisessa ja julkaistaan verkko-oppimisympäristössä.

Alternative completion methods

Mahdollisuus tenttiä kurssikokeella opintojakson alussa.

Student workload

Opintojakson laskennallinen kuormitus on 3op * 27h/op = 81h.
Kontaktiopetus noin 35h
Harjoitukset kontaktituntien ulkopuolella noin 25h
Teoriamateriaalin opiskelu, kokeisiin valmistautuminen ja kokeiden suorittaminen noin 20h

Further information for students

Opintojaksoon liittyy kotitehtäviä, välitestejä, läpäisytesti ja koe. Opintojakso on mahdollista suorittaa arvosanalla 1 tekemällä hyväksytysti (75 % oikein) perusasioihin liittyvä läpäisytesti. Korkeampi arvosana edellytttää kokeeseen osallistumista. Jotta läpäisytestiin ja kokeeseen voi osallistua, täytyy opintojakson kotitehtävät ja välitestit olla suoritettuna hyväksytysti.

Avoin AMK 10 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

07.03.2022 - 29.04.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Sirpa Alestalo
Groups
  • TTV21S5
    Tieto- ja viestintätekniikka (AMK)
  • ZJA21STIPPTV
    Avoin amk, tekniikka, Tieto-ja viestintätekniikka, päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Opintojakso toteutetaan viikoilla 11 - 17 (14.3. - 29.4.2022) Lutakon kampuksella kontaktina Dynamolla tai etänä Zoomissa

Learning materials and recommended literature

Opintojakson pääasiallisena materiaalina toimivat opettajan jakama kirjallinen materiaali sekä videomateriaali verkko-oppimisympäristössä.

Opintojaksoon liittyvä suositeltava kirjallisuus:
- Lehtola, Rantakaulio - Tekninen matematiikka 2

Teaching methods

Kontaktiopetus 3+2 h /viikko, ohjatut laskuharjoitukset, itsenäinen työskentely

Exam dates and retake possibilities

Opintojakson tarkempi aikataulu sovitaan opintojakson aloitustapaamisessa ja julkaistaan verkko-oppimisympäristössä.

Alternative completion methods

Mahdollisuus tenttiä kurssikokeella opintojakson alussa.

Student workload

Opintojakson laskennallinen kuormitus on 3op * 27h/op = 81h.
Kontaktiopetus noin 35h
Harjoitukset kontaktituntien ulkopuolella noin 25h
Teoriamateriaalin opiskelu, kokeisiin valmistautuminen ja kokeiden suorittaminen noin 20h

Further information for students

Opintojaksoon liittyy kotitehtäviä, välitestejä, läpäisytesti ja koe. Opintojakso on mahdollista suorittaa arvosanalla 1 tekemällä hyväksytysti (75 % oikein) perusasioihin liittyvä läpäisytesti. Korkeampi arvosana edellytttää kokeeseen osallistumista. Jotta läpäisytestiin ja kokeeseen voi osallistua, täytyy opintojakson kotitehtävät ja välitestit olla suoritettuna hyväksytysti.

Avoin AMK 10 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

07.03.2022 - 29.04.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 110

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Kalle Niemi
Groups
  • TTV21SM
    Tieto- ja viestintätekniikka (AMK)
  • ZJA21STPMTV
    Avoin amk, tekniikka, Tieto- ja viestintätekniikka, verkko

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Opintojakso toteutetaan 7.3.2022 - 30.4.2022.

Learning materials and recommended literature

Luentomoniste ja harjoitustehtävät Moodlessa.

Teaching methods

Verkkoluennot ja -ohjaus, itsenäinen työskentely ja verkkotyöskentely.

Practical training and working life connections

Kurssin sisältö pyritään kytkemään työelämässä esiintyviin ongelmiin.

Exam dates and retake possibilities

Kurssin tenttikäytänteet ilmoitetaan kurssin ensimmäisellä tapaamiskerralla.

Alternative completion methods

Hyväksilukemisen menettelytavat kuvataan tutkintosäännössä ja opinto-oppaassa. Opintojakson opettaja antaa lisätietoa mahdollisista opintojakson erityiskäytänteistä.

Student workload

Itsenäistä opiskelua 81 h

Further information for students

Opintojakso arvioidaan kokeen tai kokeiden ja laskuharjoituksista kerättävien pisteiden perusteella.


Avoin AMK verkko-opinnot 20 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

07.03.2022 - 29.04.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • English
Seats

0 - 35

Degree programmes
  • Bachelor's Degree Programme in Information and Communications Technology
Teachers
  • Harri Varpanen
Groups
  • ZJA21STPIC
    Avoin amk, tekniikka, Information and Communications Technology, päivä
  • TIC21S1
    Bachelor's Degree Programme in Information and Communications Technology

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Two lessons (90min) per week during weeks 10-16.

Learning materials and recommended literature

Free openly licensed textbooks will be used. Links will be shared in the learning environment Moodle.

Teaching methods

Weekly contact/online lessons and weekly homework exercise, independent studying from theory material (literal and videos), exams.

Practical training and working life connections

approx. 30 h for lessons and exams
approx. 50 h for independent studying.

Alternative completion methods

Times of the exams will be given in the first lesson of the course.

Further information for students

Avoin AMK polkuopiskelijat: 5 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

07.03.2022 - 22.04.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 60

Degree programmes
  • Bachelor's Degree Programme in Construction and Civil Engineering
Teachers
  • Anne Rantakaulio
Teacher in charge

Anne Rantakaulio

Scheduling groups
  • TRY21SA (Capacity: 30. Open UAS: 0.)
  • TRY21SB (Capacity: 30. Open UAS: 0.)
Groups
  • TRY21S1
    Rakennus- ja yhdyskuntatekniikka (AMK)
  • ZJA21STPPRY
    Avoin amk, tekniikka, Rakennus- ja yhdyskuntatekniikka, päivä
Small groups
  • TRY21SA
  • TRY21SB

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 7.3. - 22.4.2022.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, booklet tasks.

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, exam.

Exam dates and retake possibilities

Schedule will be agreed on the first contact lesson of the course.

Alternative completion methods

Web-based course in Summer 2022

Student workload

Lectures, guided exercises and exam 40 h
Independent work and automatic tests 40 h

Further information for students

Avoin AMK 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.03.2022 - 31.05.2022

Timing

01.03.2022 - 31.08.2022

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Campus

Lutakko Campus

Teaching languages
  • Finnish
Seats

0 - 10

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • LOGAKTIIVI
    Logistiikan aktiivitoteutukset

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin loppukoetta.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Elokuussa loppukoe ja kaksi uusintaa, tarkemmat tenttiajankohdat ilmoitetaan myöhemmin.

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Further information for students

Avoin AMK 10

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

10.01.2022 - 18.03.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 45

Degree programmes
  • Bachelor's Degree Programme in Logistics
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • TLS21KMM
    Logistiikan tutkinto-ohjelma (AMK)

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Kontaktitunteja ja/tai konsultaatiota etäyhteydellä pidettävissä webinaareissa. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Tenttiajankohdat ilmoitetaan myöhemmin työtilassa.

Student workload

konsultaatiotunnit + itsenäinen työskentely (teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Further information for students

Avoin AMK 10

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

10.01.2022 - 20.05.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 80

Degree programmes
  • Bachelor's Degree Programme in Mechanical Engineering
Teachers
  • Anne Rantakaulio
Teacher in charge

Anne Rantakaulio

Scheduling groups
  • TKN21S1, päivätoteutus (Capacity: 50. Open UAS: 0.)
  • TKN21SM, monimuotototeutus (Capacity: 30. Open UAS: 0.)
Groups
  • ZJA21STPMKO
    Avoin amk, tekniikkan Konetekniikka, monimuoto
  • ZJA21STPPKO
    Avoin amk, tekniikka, Konetekniikka, päivä
  • TKN21S1
    Konetekniikka
  • TKN21SM
    Konetekniikka
Small groups
  • TKN21S1,
  • TKN21SM

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Course is implemented between 10.1. - 25.3.2022.

Learning materials and recommended literature

Videos in the learning environment, text files, automatic tests, booklet tasks.

Teaching methods

Lectures face-to-face, guided exercises, booklet tasks, independent work, automatic tests, exam.

Exam dates and retake possibilities

Schedule will be agreed on the first contact lesson of the course.

Alternative completion methods

Web-based course in Summer 2022

Student workload

Lectures, guided exercises and exam 40 h
Independent work and automatic tests 40 h

Further information for students

Avoin AMK 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

10.01.2022 - 20.05.2022

Number of ECTS credits allocated

3 op

Virtual portion

1 op

Mode of delivery

67 % Face-to-face, 33 % Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 70

Degree programmes
  • Bachelor's Degree Programme in Energy and Environmental Technology
Teachers
  • Antti Kosonen
Teacher in charge

Antti Kosonen

Scheduling groups
  • Päiväryhmä (Capacity: 40. Open UAS: 0.)
  • Monimuoto (Capacity: 40. Open UAS: 0.)
Groups
  • ZJA21STPPEN
    Avoin amk, tekniikka Enegia- ja ympäristötekniikka, päivä
  • ZJA21STPMEN
    Avoin amk, tekniikka, Energia- ja ympäristöteniikka, monimuoto
  • TER21S1
    Energia- ja ympäristötekniikka (AMK)
  • TER21SM
    Energia- ja ympäristötekniikka (AMK)
Small groups
  • Päiväryhmä
  • Monimuoto

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Opintojakso toteutetaan 10.1.2022 - 27.2.2022

Luennot toteutetaan lähiopetuksena sekä live-streamina verkossa.

Laskuharjoitukset lähiopetuksena päivätoteutuksen opiskelijoille ja verkossa monimuotototeutuksen opiskelijoille.

Teaching methods

Opintojakso koostuu luennoista, ohjatuista laskuharjoituksista, itsenäisestä harjoittelusta ja kokeista.

Exam dates and retake possibilities

Ilmoitetaan opintojakson alussa.

Student workload

3op * 27h/op = 81h

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

10.01.2022 - 20.05.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 60

Degree programmes
  • Bachelor's Degree Programme in Electrical and Automation Engineering
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • TSA21SA
    Sähkö- ja automaatiotekniikka (AMK)
  • ZJA21STPPSA
    Avoin amk, tekniikka, Sähkö ja automaatiotekniikka, päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

luennot/laskuharjoitukset 2*2/vko viikoilla 2-8

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Loppukoe kurssin viimeisellä luentokerralla (vko 8). Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Student workload

Yhteensä 81h
Luennot/laskuharjoitukset/tentti 25-30h
Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) 50-60h

Further information for students

Avoin AMK 5 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.11.2021 - 09.01.2022

Timing

01.01.2022 - 15.05.2022

Number of ECTS credits allocated

3 op

Mode of delivery

Face-to-face

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
  • Bachelor's Degree Programme in Information and Communications Technology
  • Bachelor's Degree Programme in Purchasing and Logistics Engineering
Teachers
  • Ida Arhosalo
Groups
  • TSA21SB
    Sähkö- ja automaatiotekniikka (AMK)
  • ZJA21STPPSA
    Avoin amk, tekniikka, Sähkö ja automaatiotekniikka, päivä

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

luennot/laskuharjoitukset 2*2/vko viikoilla 2-8

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Luennot/laskuharjoitukset, itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla

Exam dates and retake possibilities

Loppukoe kurssin viimeisellä luentokerralla (vko 8). Tarkempi ajankohta ja uusinta-ajankohdat täsmennetään ensimmäisellä luentokerralla.

Student workload

Yhteensä 81h
Luennot/laskuharjoitukset/tentti 25-30h
Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) 50-60h

Further information for students

Avoin AMK 5 paikkaa

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.

Enrollment

01.10.2021 - 28.02.2022

Timing

01.10.2021 - 31.05.2022

Number of ECTS credits allocated

3 op

Virtual portion

3 op

Mode of delivery

Online learning

Unit

School of Technology

Campus

Main Campus

Teaching languages
  • Finnish
Seats

0 - 5

Degree programmes
  • Bachelor's Degree Programme in Logistics
  • Bachelor's Degree Programme in Construction and Civil Engineering
  • Bachelor's Degree Programme in Energy and Environmental Technology
  • Bachelor's Degree Programme in Electrical and Automation Engineering
  • Bachelor's Degree Programme in Mechanical Engineering
Teachers
  • Ida Arhosalo
Teacher in charge

Ida Arhosalo

Groups
  • ZJA21ST
    Avoin AMK, tekniikka
  • LOGAKTIIVI
    Logistiikan aktiivitoteutukset
  • ZJA22KT
    Avoin AMK, tekniikka

Objectives

The object of the course
During this course you will learn the concepts needed to study continuous change and dynamic phenomena. With differential calculus you can study instantaneous rates of change and the slopes of curves. With integral calculus you can study accumulation of quantities and areas bounded by curves. During this course you learn how to use these concepts in applications.

Course competences

EUR-ACE: Knowledge and understanding 
You have the knowledge and understanding of mathematics and other basic sciences underlying your engineering specialisation, at a level necessary to achieve the other programme learning outcomes.

The learning objectives of the course
After completing this course you know the meaning of derivative and integral as tools for modeling dynamic phenomena. You know how to differentiate and integrate. You know how to use the derivative and integral in applications.

Content

In this course, you will learn to master the tools needed to study phenomena of change, such as the concepts of derivatives and integrals. You will understand the meaning of these concepts and be able to apply them in practice. You will learn to derive and integrate and solve applied problems using these methods. This course will give you a strong foundation in applying mathematical methods to engineering problems.

The derivative and its different interpretations. Rules of differentiation. Using differentiation in optimization problems and other applications involving the derivative such as estimation of error. The definite integral. Rules of integration. The applications of the integral. Using technology in calculations.

Time and location

Tälle toteutukselle ilmoittautuminen alkaa lokakuun alussa ja päättyy helmikuun loppuun mennessä. Lähetä ilmoittautuessasi myös sähköposti osoitteeseen ida.arhosalo@jamk.fi, jotta sinut huomataan heti hyväksyä toteutukselle! Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista. Harjoituksissa on vapaa etenemistahti, mutta harjoitukset on oltava tehtynä ennen kuin voi ilmoittautua loppukokeeseen. Loppukokeita järjestetään vähintään kerran kuussa maaliskuusta alkaen (ajankohdat ilmoitetaan työtilassa). Konsultointitunteja etäyhteydellä järjestetään tarpeen mukaan. Niille osallistuminen ei ole välttämätöntä ja ajankohdat ilmoitetaan myöhemmin työtilassa.

Learning materials and recommended literature

Oppimateriaali löytyy Moodlesta. Tukimateriaalina voi käyttää esimerkiksi Lehtola, Rantakaulio: Tekninen matematiikka 2 -kirjaa.

Teaching methods

Itsenäinen opiskelu Moodlesta löytyvän kirjallisen materiaalin sekä videomateriaalin avulla. Tarvittaessa konsultaatiota etäyhteydellä pisettävissä webinaareissa. Työtilassa on harjoituksia, jotka pitää tehdä ennen loppukokoeeseen ilmoittautumista.

Exam dates and retake possibilities

Tenttiajankohdat ilmoitetaan myöhemmin työtilassa. Lähetä ilmoittautuessasi myös sähköposti osoitteeseen ida.arhosalo@jamk.fi, jotta sinut huomataan heti hyväksyä toteutukselle!

Student workload

Itsenäinen työskentely (Teoriamateriaalin opiskelu ja harjoitusten laskeminen) + tentti 81h

Further information for students

Avoin AMK 10

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1
You know the concept of the derivative as the rate of change and as the slope of the tangent. Yo understand how to apply the derivative in optimization problems. You can differentiate and integrate polynomials without technology. You know the concept of the integral as accumulation of quantities and as area under a curve. You know the relation between integral and derivative.

Satisfactory 2
You have achieved the desired goals (look at the criteria of grade 1). You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.

Evaluation criteria, good (3-4)

Good 3
You have achieved the desired goals(look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

Very good 4
You have achieved the desired goals (look at the criteria of grade 1). You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.

Evaluation criteria, excellent (5)

You have achieved the desired goals (look at the criteria of grade 1). You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.

Prerequisites

You know the concept of a limit value. You can work with polynomial, exponential, logarithmic and trigonometric functions.