Bachelor's Degree Programme in Electrical and Automation Engineering: Automaatiotekniikan suuntautuminen
Code: TSA2025KM
Descriptions
Opinnoissa suuntaudutaan automaatiotekniikkaan tai sähkötekniikkaan:
Automaatiotekniikkaan suuntautumalla opit suunnittelemaan tuotantolinjojen ja yritysten tuotteiden sisältämää automaatiota, mittauksia, ohjauksia, säätöjä ja käyttöliittymiä. Tunnet automaatiototeutusten eri tasot teollisuuslaitoksessa sekä teollisuuden keskeiset osaprosessit. Osaat suunnitella ja toteuttaa ohjausjärjestelmiä ja pystyt arvioimaan eri vaihtoehtoja ohjaus- ja säätöratkaisuiksi. Sinulla on osaamista ohjelmoitavista logiikoista, kenttäväylistä, tehdasverkoista, hajautetuista digitaalisista automaatiojärjestelmistä, PC-pohjaisista järjestelmistä ja käyttöliittymistä. Pystyt luomaan robotiikan ja konenäön avulla ratkaisuja tuotannon automatisoimiseen ja tehostamiseen. Hallitset keskeiset suunnittelutyökalut, joita käyttäen pystyt suunnittelemaan sovelluksia ohjauskohteisiin. Tunnet kenttälaite-, automaatio- sekä instrumenttisähkösuunnittelun standardien mukaiset periaatteet ja käytänteet. Osaat käyttää ja ohjelmoida laboratorioissa olevia laitteistoja, jotka ovat vastaavia kuin teollisuudessa käytettävät. Lisäksi ymmärrät automaation merkityksen kestävän kehityksen edistämisessä ja osaat hyödyntää automaatiota resurssien säästämiseksi, energiatehokkuuden parantamiseksi, päästöjen vähentämiseksi ja kiertotalouden edistämiseksi.
Sähkötekniikkaan suuntautumalla opit hallitsemaan suunnittelussa käytettävät laskenta- sekä mitoitusmenetelmät ja suunnittelutyökalujen käytön sekä ymmärtämään sähkösuunnitteluprosessin eri vaiheet. Sinulla on sähkösuunnitteluosaamista teollisuus-, kiinteistö- ja jakeluverkkokohteista. Osaat soveltaa suunnittelussa käytettäviä standardeja ja toteuttaa niiden mukaisen dokumentoinnin. Tunnet yleisimpien sähkökoneiden, -laitteistojen ja -laitteiden toimintaperiaatteet ja osaat valita niistä ympäristöystävällisiä ja energiatehokkaita vaihtoehtoja . Sinulla on valmiudet mitoittaa ja valita sähköjärjestelmiä teknistaloudellinen näkökanta huomioiden. Ymmärrät sähkönsiirto ja -jakeluverkon perusrakenteen, toimintaperiaatteen, suojausmenetelmät, verkon komponenttien tehtävät ja sähköntuotantoteknologiat. Ymmärrät myös sähköturvallisuussäädösten sekä standardien tärkeyden ja kykenet soveltamaan niitä tehtävissäsi. Osaat tehdä kytkentöjä, sähkömittauksia ja laitteiden konfigurointia. Tiedostat sähkötekniikan merkityksen kestävän kehityksen edistämisessä ja osaat hyödyntää uusiutuvia energialähteitä, kuten aurinkoenergiaa sähköntuotannossa sekä vaikuttaa sähkön tehokkaaseen käyttöön esimerkiksi kuormanohjauksen avulla.
Select timing, structure or classification view
Show study timings by semester, study year or period
Code | Name | Credits (cr) | 2024-2025 | 2025-2026 | 2026-2027 | 2027-2028 | 2028-2029 | Spring 2025 | Autumn 2025 | Spring 2026 | Autumn 2026 | Spring 2027 | Autumn 2027 | Spring 2028 | Autumn 2028 | 2. / 2025 | 3. / 2025 | 1. / 2025 | 2. / 2026 | 3. / 2026 | 1. / 2026 | 2. / 2027 | 3. / 2027 | 1. / 2027 | 2. / 2028 | 3. / 2028 | 1. / 2028 |
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TSA2025KM-1001 |
TRANSFERABLE SKILLS
(Choose all ) |
8 | |||||||||||||||||||||||||
ZZ00CB57 | Me as a Student in Higher Education | 2 | 2 | 2 | 2 | ||||||||||||||||||||||
ZZ00CB58 | Information Seeking and Reporting | 1 | 1 | 1 | 1 | ||||||||||||||||||||||
ZZ00CB59 | Career Planning and Working Life Skills | 2 | 2 | 2 | 2 | ||||||||||||||||||||||
ZZ00CB60 | ICT Skills | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TSA2025KM-1002 |
LANGUAGE AND COMMUNICATION
(Choose all ) |
11 | |||||||||||||||||||||||||
ZZ00CD00 | English for Working Life | 4 | 4 | 4 | 4 | ||||||||||||||||||||||
ZZ00CD01 | Swedish for Working Life | 4 | 4 | 4 | 4 | ||||||||||||||||||||||
ZZ00CD02 | Working Life Communication | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TSA2025KM-1003 |
JAMK FUTURE FACTORY
(Choose all ) |
15 | |||||||||||||||||||||||||
ZZ00CD13 | Basics of Sustainable Development | 1 | 1 | 1 | 1 | ||||||||||||||||||||||
ZZ00CK91 | InnoFlash | 2 | 2 | 2 | 2 | ||||||||||||||||||||||
ZZ00CK90 | Entrepreneurship | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
ZZ00CD11 | Working Life Project | 9 | 9 | 9 | 9 | ||||||||||||||||||||||
TSA2025KM-1004 |
DEVELOPMENT ACTIVITIES AND THESIS
(Choose all ) |
20 | |||||||||||||||||||||||||
ZZ00CK89 | Research and Development | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
ZZ00BL91 | Bachelor's Thesis, Planning | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
ZZ00BL97 | Bachelor's Thesis, Thesis Writing | 2 | 2 | 2 | 2 | ||||||||||||||||||||||
ZZ00BL92 | Bachelor's Thesis, Implementation | 6 | 6 | 6 | 6 | ||||||||||||||||||||||
ZZ00BL93 | Bachelor's Thesis, Reporting and Assessment | 4 | 4 | 4 | 4 | ||||||||||||||||||||||
ZZOA0220 | Maturity Test, Bachelor's Degree | 0 | |||||||||||||||||||||||||
TSA2025KM-1005 |
MATHEMATICS AND PHYSICS
(Choose all ) |
18 | |||||||||||||||||||||||||
TZLM1300 | Math1 Equations | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TZLM2300 | Math2 Functions | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TZLM3300 | Math3 Derivative and Integral | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TZLF1300 | Phys1 Force and Motion | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TZLF2300 | Phys2 Energy | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TT00CD68 | Phys3 Electromagnetism and Applications | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TSA2025KM-1006 |
SUPPORT STUDIES
(Choose 8) |
0 - 8 | |||||||||||||||||||||||||
TT00CD55 | Preparatory Mathematics | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TT00CD56 | Math1 Support | 1 | 1 | 1 | 1 | ||||||||||||||||||||||
TT00CD57 | Math2 Functions Support | 1 | 1 | 1 | 1 | ||||||||||||||||||||||
TT00CD58 | Math3 Derivative and Integral Support | 1 | 1 | 1 | 1 | ||||||||||||||||||||||
TT00CD61 | Git version control and GitLab project management environment | 2 | 1 | 1 | 1 | ||||||||||||||||||||||
TSA2025KM-1007 |
BASIC KNOWLEDGE OF INFORMATION TECHNOLOGY
(Choose all ) |
15 | |||||||||||||||||||||||||
TT00CD77 | Basics of Programming | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TT00CD81 | Databases | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TT00CD70 | Data Networks | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TT00CD73 | Digital Technology | 2 | 2 | 2 | 2 | ||||||||||||||||||||||
TSA2025KM-1008 |
BASIC KNOWLEDGE OF ELECTRICAL ENGINEERING
(Choose all ) |
19 | |||||||||||||||||||||||||
TS00CC28 | Basics of Electrical Engineering | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC29 | Basics of electrical power engineering | 4 | 4 | 4 | 4 | ||||||||||||||||||||||
TS00CC30 | Electronics | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC31 | CAD and electrical engineering documentation | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TS00CC33 | Electrical Engineering Laboratory Work | 2 | 2 | 2 | 2 | ||||||||||||||||||||||
TSA2025KM-1009 |
BASIC KNOWLEDGE OF AUTOMATION ENGINEERING
(Choose all ) |
19 | |||||||||||||||||||||||||
TS00CC35 | Basics of automation technology | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC36 | Logical controls | 4 | 4 | 4 | 4 | ||||||||||||||||||||||
TS00CC38 | Measurement Technology | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC39 | Basics of Control Systems | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
SPECIALISATION PROFESSIONAL STUDIES
(Choose 45) |
45 | ||||||||||||||||||||||||||
TSA2025KM-1010 |
AUTOMATION APPLICATION ENGINEERING
(Choose 30) |
0 - 30 | |||||||||||||||||||||||||
TS00CC40 | Programmable logic controllers | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC41 | Functional safety | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC43 | HMI programming | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC44 | Applying programming | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC46 | DCS Systems 2 | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC45 | DCS Systems 1 | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TSA2025KM-1011 |
AUTOMATION HARDWARE ENGINEERING
(Choose 15) |
0 - 15 | |||||||||||||||||||||||||
TS00CC48 | Field devices and instrumentation | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC49 | Building Automation and Services | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC50 | Instrumentation Engineering Project | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
OPTIONAL PROFESSIONAL STUDIES
(Choose 30) |
30 | ||||||||||||||||||||||||||
TSA2025KM-1015 |
ROBOTICS
(Choose 15) |
0 - 15 | |||||||||||||||||||||||||
TS00CC63 | Basics of Robotics | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC64 | Industrial Robotics | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TS00CC65 | Machine Vision | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TSA2025KM-1016 |
CYBERSECURITY
(Choose 17) |
0 - 17 | |||||||||||||||||||||||||
TT00CD86 | Cyber Security | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TT00CD71 | Linux Basics | 4 | |||||||||||||||||||||||||
TT00CD87 | Information Security Technologies | 5 | 5 | 5 | 5 | ||||||||||||||||||||||
TT00CD76 | Scripting and Automatization | 3 | 3 | 3 | 3 | ||||||||||||||||||||||
TSA2025KM-1017 |
DATA ANALYSIS
(Choose 15) |
0 - 15 | |||||||||||||||||||||||||
TT00CD98 | Mathematical Foundations of Machine Learning | 5 | |||||||||||||||||||||||||
TT00CD99 | Data Sources and Data Preprocessing | 5 | |||||||||||||||||||||||||
TT00CE00 | Data Analysis and Visualization | 5 | |||||||||||||||||||||||||
TSA2025KM-1018 |
PRACTICAL TRAINING
(Choose all ) |
30 | |||||||||||||||||||||||||
TS00CC66 | Practical training | 12 | 12 | 12 | 12 | ||||||||||||||||||||||
TS00CC67 | Professional training | 18 | 18 | 18 | 18 | ||||||||||||||||||||||
TSA2025KM-1019 |
ELECTIVE STUDIES
(Choose ects: 10) |
10 | |||||||||||||||||||||||||
Total | 240 | 33 | 62 | 54 | 58 | 28 | 33 | 33 | 29 | 30 | 24 | 28 | 30 | 28 | 33 | 0 | 33 | 29 | 0 | 30 | 24 | 0 | 28 | 30 | 0 | 28 |
Due to the timing of optional and elective courses, credit accumulation per semester / academic year may vary.
Structure of the studies (Bachelor's degree)
Compulsory studies (Automation)
Compulsory studies (Electrical)
Bachelor's Degree: EUR-ACE competences in Technology 2024
Multidisciplinary competences
The learning process should enable Bachelor Degree graduates to demonstrate: |
Me as a Student in Higher Education |
Information Seeking and Reporting |
Career Planning and Working Life Skills |
ICT Skills |
English for Working Life |
Swedish for Working Life |
Working Life Communication |
Basics of Sustainable Development |
InnoFlash |
Entrepreneurship |
Working Life Project |
Research and Development |
Bachelor's Thesis, Planning |
Bachelor's Thesis, Thesis Writing |
Bachelor's Thesis, Implementation |
Bachelor's Thesis, Reporting and Assessment |
Maturity Test, Bachelor's Degree |
Functional safety |
Instrumentation Engineering Project |
Electricity distribution automation and relay protection technology |
Electrical design |
Building electrical engineering |
Engineering Practice
The learning process should enable Bachelor Degree graduates to demonstrate: |
Me as a Student in Higher Education |
Information Seeking and Reporting |
Career Planning and Working Life Skills |
ICT Skills |
English for Working Life |
Swedish for Working Life |
Working Life Communication |
Basics of Sustainable Development |
InnoFlash |
Entrepreneurship |
Working Life Project |
Research and Development |
Bachelor's Thesis, Planning |
Bachelor's Thesis, Thesis Writing |
Bachelor's Thesis, Implementation |
Bachelor's Thesis, Reporting and Assessment |
Maturity Test, Bachelor's Degree |
Phys3 Electromagnetism and Applications |
Basics of Programming |
Databases |
Data Networks |
Digital Technology |
Basics of electrical power engineering |
CAD and electrical engineering documentation |
Electrical Engineering Laboratory Work |
Basics of automation technology |
Logical controls |
Measurement Technology |
Basics of Control Systems |
Programmable logic controllers |
HMI programming |
Applying programming |
DCS Systems 2 |
DCS Systems 1 |
Field devices and instrumentation |
Building Automation and Services |
Instrumentation Engineering Project |
Modelling of electrical circuits and calculation methods |
Production and Distribution of Electricity |
Electrical design |
Building electrical engineering |
Process Electrification |
Intelligent electrical systems |
Electrical Safety |
Electric Power Engineerig Laboratory Work |
Machine Vision |
Cyber Security |
Linux Basics |
Information Security Technologies |
Scripting and Automatization |
Mathematical Foundations of Machine Learning |
Data Sources and Data Preprocessing |
Data Analysis and Visualization |
Practical training |
Professional training |
Knowledge and Understanding
The learning process should enable Bachelor Degree graduates to demonstrate: |
Working Life Communication |
Basics of Sustainable Development |
Math1 Equations |
Math2 Functions |
Math3 Derivative and Integral |
Phys1 Force and Motion |
Phys2 Energy |
Phys3 Electromagnetism and Applications |
Preparatory Mathematics |
Math1 Support |
Math2 Functions Support |
Math3 Derivative and Integral Support |
Git version control and GitLab project management environment |
Basics of Programming |
Databases |
Data Networks |
Digital Technology |
Basics of Electrical Engineering |
Basics of electrical power engineering |
Electronics |
CAD and electrical engineering documentation |
Basics of automation technology |
Logical controls |
Basics of Control Systems |
Basics of Robotics |
Cyber Security |
Linux Basics |
Information Security Technologies |
Scripting and Automatization |
Mathematical Foundations of Machine Learning |
Data Sources and Data Preprocessing |
Data Analysis and Visualization |
Investigations and information retrieval
The learning process should enable Bachelor Degree graduates to demonstrate: |
Me as a Student in Higher Education |
Information Seeking and Reporting |
Career Planning and Working Life Skills |
ICT Skills |
English for Working Life |
Swedish for Working Life |
Working Life Communication |
Working Life Project |
Research and Development |
Bachelor's Thesis, Planning |
Bachelor's Thesis, Thesis Writing |
Bachelor's Thesis, Implementation |
Bachelor's Thesis, Reporting and Assessment |
Maturity Test, Bachelor's Degree |
Electrical Engineering Laboratory Work |
Measurement Technology |
Field devices and instrumentation |
Production and Distribution of Electricity |
Electrical Safety |
Electric Power Engineerig Laboratory Work |
Industrial Robotics |
Communication and Team-working
The learning process should enable Bachelor Degree graduates to demonstrate: |
Me as a Student in Higher Education |
Information Seeking and Reporting |
Career Planning and Working Life Skills |
ICT Skills |
English for Working Life |
Swedish for Working Life |
Working Life Communication |
Basics of Sustainable Development |
InnoFlash |
Entrepreneurship |
Working Life Project |
Research and Development |
Bachelor's Thesis, Planning |
Bachelor's Thesis, Thesis Writing |
Bachelor's Thesis, Implementation |
Bachelor's Thesis, Reporting and Assessment |
Maturity Test, Bachelor's Degree |
Programmable logic controllers |
Functional safety |
HMI programming |
Practical training |
Professional training |
Not grouped |
Code | Name | Credits (cr) |
---|---|---|
TSA2025KM-1001 |
TRANSFERABLE SKILLS
(Choose all) |
8 |
ZZ00CB57 | Me as a Student in Higher Education | 2 |
ZZ00CB58 | Information Seeking and Reporting | 1 |
ZZ00CB59 | Career Planning and Working Life Skills | 2 |
ZZ00CB60 | ICT Skills | 3 |
TSA2025KM-1002 |
LANGUAGE AND COMMUNICATION
(Choose all) |
11 |
ZZ00CD00 | English for Working Life | 4 |
ZZ00CD01 | Swedish for Working Life | 4 |
ZZ00CD02 | Working Life Communication | 3 |
TSA2025KM-1003 |
JAMK FUTURE FACTORY
(Choose all) |
15 |
ZZ00CD13 | Basics of Sustainable Development | 1 |
ZZ00CK91 | InnoFlash | 2 |
ZZ00CK90 | Entrepreneurship | 3 |
ZZ00CD11 | Working Life Project | 9 |
TSA2025KM-1004 |
DEVELOPMENT ACTIVITIES AND THESIS
(Choose all) |
20 |
ZZ00CK89 | Research and Development | 5 |
ZZ00BL91 | Bachelor's Thesis, Planning | 3 |
ZZ00BL97 | Bachelor's Thesis, Thesis Writing | 2 |
ZZ00BL92 | Bachelor's Thesis, Implementation | 6 |
ZZ00BL93 | Bachelor's Thesis, Reporting and Assessment | 4 |
ZZOA0220 | Maturity Test, Bachelor's Degree | 0 |
TSA2025KM-1005 |
MATHEMATICS AND PHYSICS
(Choose all) |
18 |
TZLM1300 | Math1 Equations | 3 |
TZLM2300 | Math2 Functions | 3 |
TZLM3300 | Math3 Derivative and Integral | 3 |
TZLF1300 | Phys1 Force and Motion | 3 |
TZLF2300 | Phys2 Energy | 3 |
TT00CD68 | Phys3 Electromagnetism and Applications | 3 |
TSA2025KM-1006 |
SUPPORT STUDIES
(Choose 8) |
0 - 8 |
TT00CD55 | Preparatory Mathematics | 3 |
TT00CD56 | Math1 Support | 1 |
TT00CD57 | Math2 Functions Support | 1 |
TT00CD58 | Math3 Derivative and Integral Support | 1 |
TT00CD61 | Git version control and GitLab project management environment | 2 |
TSA2025KM-1007 |
BASIC KNOWLEDGE OF INFORMATION TECHNOLOGY
(Choose all) |
15 |
TT00CD77 | Basics of Programming | 5 |
TT00CD81 | Databases | 3 |
TT00CD70 | Data Networks | 5 |
TT00CD73 | Digital Technology | 2 |
TSA2025KM-1008 |
BASIC KNOWLEDGE OF ELECTRICAL ENGINEERING
(Choose all) |
19 |
TS00CC28 | Basics of Electrical Engineering | 5 |
TS00CC29 | Basics of electrical power engineering | 4 |
TS00CC30 | Electronics | 5 |
TS00CC31 | CAD and electrical engineering documentation | 3 |
TS00CC33 | Electrical Engineering Laboratory Work | 2 |
TSA2025KM-1009 |
BASIC KNOWLEDGE OF AUTOMATION ENGINEERING
(Choose all) |
19 |
TS00CC35 | Basics of automation technology | 5 |
TS00CC36 | Logical controls | 4 |
TS00CC38 | Measurement Technology | 5 |
TS00CC39 | Basics of Control Systems | 5 |
SPECIALISATION PROFESSIONAL STUDIES
(Choose 45) |
45 | |
TSA2025KM-1010 |
AUTOMATION APPLICATION ENGINEERING
(Choose 30) |
0 - 30 |
TS00CC40 | Programmable logic controllers | 5 |
TS00CC41 | Functional safety | 5 |
TS00CC43 | HMI programming | 5 |
TS00CC44 | Applying programming | 5 |
TS00CC46 | DCS Systems 2 | 5 |
TS00CC45 | DCS Systems 1 | 5 |
TSA2025KM-1011 |
AUTOMATION HARDWARE ENGINEERING
(Choose 15) |
0 - 15 |
TS00CC48 | Field devices and instrumentation | 5 |
TS00CC49 | Building Automation and Services | 5 |
TS00CC50 | Instrumentation Engineering Project | 5 |
TSA2025KM-1012 |
ELECTRIC POWER DISTRIBUTION
(Choose 15) |
0 - 15 |
TS00CC53 | Modelling of electrical circuits and calculation methods | 5 |
TS00CC54 | Production and Distribution of Electricity | 5 |
TS00CC56 | Electricity distribution automation and relay protection technology | 5 |
TSA2025KM-1013 |
ELECTRICAL DESIGN
(Choose 15) |
0 - 15 |
TS00CC57 | Electrical design | 5 |
TS00CC58 | Building electrical engineering | 5 |
TS00CC59 | Process Electrification | 5 |
TSA2025KM-1014 |
ELECTRICAL POWER ENGINEERING
(Choose 15) |
0 - 15 |
TS00CC60 | Intelligent electrical systems | 5 |
TS00CC61 | Electrical Safety | 5 |
TS00CC62 | Electric Power Engineerig Laboratory Work | 5 |
OPTIONAL PROFESSIONAL STUDIES
(Choose 30) |
30 | |
TSA2025KM-1015 |
ROBOTICS
(Choose 15) |
0 - 15 |
TS00CC63 | Basics of Robotics | 5 |
TS00CC64 | Industrial Robotics | 5 |
TS00CC65 | Machine Vision | 5 |
TSA2025KM-1016 |
CYBERSECURITY
(Choose 17) |
0 - 17 |
TT00CD86 | Cyber Security | 5 |
TT00CD71 | Linux Basics | 4 |
TT00CD87 | Information Security Technologies | 5 |
TT00CD76 | Scripting and Automatization | 3 |
TSA2025KM-1017 |
DATA ANALYSIS
(Choose 15) |
0 - 15 |
TT00CD98 | Mathematical Foundations of Machine Learning | 5 |
TT00CD99 | Data Sources and Data Preprocessing | 5 |
TT00CE00 | Data Analysis and Visualization | 5 |
TSA2025KM-1018 |
PRACTICAL TRAINING
(Choose all) |
30 |
TS00CC66 | Practical training | 12 |
TS00CC67 | Professional training | 18 |
TSA2025KM-1019 |
ELECTIVE STUDIES
(Choose ects: 10) |
10 |
ZZHYVIN |
Student wellbeing in studies and at work (For Bachelor's Student)
|
0 - 57 |
SZZZ1910 | Student´s wellbeing and life skills | 2 |
ZS00CJ12 | Life Balance | 5 |
BI00BB51 | Writing for studies | 2 |
BI00BB52 | Study techniques | 2 |
BI00BB50 | Refreshing language skills | 1 |
ZZ00CM49 | Mentoring | 3 - 5 |
ZZ00BM06 | Student Tutoring | 3 - 5 |
ZZ00BM07 | Multiform tutoring | 3 - 5 |
ZW00BM05 | Degree Student Tutoring | 3 - 5 |
ZW00BM04 | Exchange Student Tutoring | 3 - 5 |
ZZAJ0100 | Active in Student Associations | 5 - 15 |
ZZ00BP80 | Boost your career! Career planning and working life skills | 2 |
YHTYRI |
Shared Entrepreneurship Studies (For Bachelor's and Master's Student)
|
0 - 23 |
ZZ00BC02 | Idea to Business | 5 |
ZZ00BC03 | Business Coaching | 8 |
ZYVZ0200 | The Dreams+Inspiration! | 3 |
ZZ00CQ16 | Narratives of entrepreneurship | 2 |
ZZ00CQ17 | Valmiina yrittämään | 3 |
ZZ00CQ18 | JA Company Program | 1 - 5 |
ZZ00CQ62 | Yritystoimintaa kehittävät opinnot | 1 - 5 |
TSA2025KM-1020 |
EDUFUTURA
(Choose 0) |
0 |
TSA2025KM-1021 |
EUDRES
(Choose 0) |
0 |