Skip to main content

Bachelor's Degree Programme in Information and Communications Technology: Data analytics and Artificial Intelligence

Code: TIC2023SS

Degree:
Bachelor of Engineering

Degree title:
Bachelor of Engineering

Credits:
240 ects

Duration:
4 years (240 cr)

Start semester:
Autumn 2023

Teaching language:
English

Description

The data analytics and artificial intelligence orientation of JAMK's Information and Communication Technology degree program offers students the opportunity to dive deep into the world of modern computing. The orientation courses have been carefully selected to give students a strong theoretical foundation and practical skills that are essential in data analytics and artificial intelligence. Courses such as "Computational Algorithms" lay the foundation for the computational skills necessary to solve complex problems. "Practices of data analytics and machine learning" provides an understanding of the principles of data analytics and the application of machine learning in practice. "Data preprocessing," "Data analysis and visualization," and "Machine learning" courses deepen students' skills to process and analyze diverse data effectively. The "Deep Learning" course provides a comprehensive understanding of deep learning algorithms and their application to complex problems. The "Ai / DA Project" course serves as the culmination of the orientation, giving students the opportunity to apply what they have learned by creating their own AI and data analytics projects. This course gives them the opportunity to work on real challenges and demonstrate their skills in practice. In addition, the orientation includes optional courses such as "Web Visualization," "Web UI Programming," "Web Server Programming with an Application Framework," "Object Programming," "Mobile Application Development," and "Android Application Development," which complement students' skills in diverse technologies. and in software development. This orientation creates a solid foundation for students who want to become experts in data analytics and artificial intelligence. The degree program combines theoretical knowledge with practical skills, giving students the necessary skills to work in versatile roles related to analyzing data and applying artificial intelligence in innovative ways.

Show study timings by semester, study year or period

Code Name Credits (cr) 2023-2024 2024-2025 2025-2026 2026-2027 Autumn 2023 Spring 2024 Autumn 2024 Spring 2025 Autumn 2025 Spring 2026 Autumn 2026 Spring 2027 1. / 2023 2. / 2024 3. / 2024 1. / 2024 2. / 2025 3. / 2025 1. / 2025 2. / 2026 3. / 2026 1. / 2026 2. / 2027 3. / 2027
TIC2023SS-1002
LANGUAGES AND COMMUNICATION STUDIES

(Choose 11)

11
ZZPC0220 English for Working Life 4 4 4 4
ZZPC0320 Swedish for Working Life 4 4 4 4
ZWPC0420 Communication Skills for Working Life 3 3 3 3
ZWPC0820 Finnish 1 4 4 4 4
TIC2023SS-1003
FUTURE FACTORY

(Choose all )

15
ZZPP0750 Entrepreneurship 3 3 3 3
ZZPP0740 JAMK InnoFlash 2 2 2 2
ZZPP0920 Future Factory Project 10 10 10 10
TIC2023SS-1004
BASIC ENGINEERING MATHEMATICS AND PHYSICS

(Choose all )

24
TZLM1300 Math1 Equations 3 3 3 3
TZLM2300 Math2 Functions 3 3 3 3
TZLM3300 Math3 Derivative and Integral 3 3 3 3
TZLM4300 Math4 Discrete Mathematics 3 3 3 3
TZLF1300 Phys1 Force and Motion 3 3 3 3
TZLF2300 Phys2 Energy 3 3 3 3
TZLF8010 Physics 3 - Electromagnetism and Waves 4 4 4 4
TZLF8020 Physics 4 - Laboratory work 2 2 2 2
TIC2023SS-1005
MATHEMATICS AND APPLYING OF NATURAL SCIENCES IN INFORMATION AND COMMUNICATION TECHNOLOGY

(Choose 15)

6 - 15
TZLM7040 Applied mathematics: Probability Theory 3 3 3 3
TZ00BS14 Applied mathematics 3 3 3 3
TIC2023SS-1007
TIC, INFORMATION TECHNOLOGY

(Choose all )

33
ZZPP0520 Development as an Expert 5 1 2 2 1 1 1 1 1 1 1 1 1 1
ZZPP0420 ICT Skills 3 3 3 3
TTC1010 IT Service Platforms 3 3 3 3
TTC1020 Cyber Security 4 4 4 4
TTC1030 Data Networks 5 5 5 5
TTC1040 Linux Basics 5 5 5 5
TTC1050 Data Structures and Algorithms 3 3 3 1.5 1.5
TTC1060 Digital Technology and Hardware 5 5 5 5
TIC2023SS-1008
TIC, SOFTWARE ENGINEERING

(Choose all )

31
TTC2010 Web Technologies 4 4 4 4
TTC2020 Databases 4 4 4 4
TTC2030 Basics of Programming 5 5 5 5
TTC2040 Introduction to IoT systems 3 3 3 3
TTC2050 Introduction to Data Analytics and Artificial Intelligence 3 3 3 1.5 1.5
TTC2060 Basics of Scripting and Automatization 3 3 3 3
TTC2070 Project Management and Practices 4 4 4 4
TTC2080 Full Stack Programming 5 5 5 5
TIC2023SS-1011
APPLICATION DEVELOPMENT

(Choose 30)

0 - 30
TTC8410 Web Visualization 5 5 5 5
TTC8420 Web User Interface Programming 5 5 5 5
TTC8430 Web server programming with an application framework 5 5 5 5
TTC8440 Object-oriented Programming 5 5 5 5
TTC8450 Mobile Application Development 5 5 5 5
TTC8460 Android Application Development 5 5 5 5
TIC2023SS-1019
DATA-ANALYTICS AND ARTIFICIAL INTELLIGENCE

(Choose 30)

0 - 30
TTC8010 Computational algorithms 4 4 4 4
TTC8020 Data-Analysis and Machine Learning Basics 4 4 4 4
TTC8030 Data Preprocessing 4 4 4 4
TTC8040 Data Analysis and Visualization 4 4 4 4
TTC8050 Machine Learning 4 4 4 4
TTC8060 Deep Learning 5 5 5 5
TTC8070 AI / DA -Project 5 5 5 5
TIC2023SS-1014
RESEARCH-BASED DEVELOPMENT IN PRACTICE

(Choose all )

20
ZZPP0620 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
TIC2023SS-1015
PRACTICAL TRAINING

(Choose 60)

30 - 60
TTHA0100 Practical Training 30 30 30 30
TTHA0110 Supplementary Training 0 - 15
TTHA0120 Advancement Professional Training 0 - 15
TIC2023SS-1016
ELECTIVE STUDIES

(Choose 10)

10 2 8 2 8 2 8
TIC2023SS-1013
ELECTIVE PROFESSIONAL STUDIES

(Choose 25)

0 - 25
TT00BD35 Special Work 1 - 10
TTVW0110 WIMMA Lab 15
ZWHYVIN
Student Wellbeing in Studies and at Work (For Bachelor's Student)

(Choose 12)

0 - 12
ZW00BM05 Degree Student Tutoring 3 - 5
ZW00BM04 Exchange Student Tutoring 3 - 5
ZZ00BP80 Boost your career! Career planning and working life skills 2
INTEG2022
Talent Boost: Integration into Finland

(Choose 35)

0 - 35
ZW00BS75 Integration into the Finnish Society 2
HBIETE02 Creating Careers 1
HBIETE03 Team and Client - Multidisciplinary Business Project Course 5
BI00BB21 Finnish 2 5
BI00BB22 Finnish 3 5
BI00BB23 Finnish 4 5
BI00BO69 Finnish 5 5
BI00BB47 Each One Teach One 2 - 8
BITB001
Talent Boost: Let´s communicate in Finnish

(Choose 15)

0 - 15
BI00BT55 Write in Finnish 4
BI00BT57 Puhu suomeksi 2
BI00BT58 Kehitä kielioppia 2
BI00CJ87 Finnish 6 5
YHTYRI
Shared Entrepreneurship Studies (For Bachelor's and Master's Student)

(Choose 23)

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
TIC2023SS-1017
CAMPUSONLINE STUDIES

(Choose 0)

0
TIC2023SS-1018
EDUFUTURA

(Choose 0)

0
Total 240 61 61 62 50 26 35 27 34 31 31 20 30 26 35 0 27 31 3 31 31 0 20 30 0

Due to the timing of optional and elective courses, credit accumulation per semester / academic year may vary.

Structure of the studies (Bachelor's degree)

Professional Studies
Future Factory Project
IT Service Platforms
Cyber Security
Data Networks
Linux Basics
Data Structures and Algorithms
Digital Technology and Hardware
Web Technologies
Databases
Basics of Programming
Introduction to IoT systems
Introduction to Data Analytics and Artificial Intelligence
Basics of Scripting and Automatization
Project Management and Practices
Full Stack Programming
Data Security Controls
Cyber Security Management
Cyber Threat Information and Data-analytics
Attacks, Defence and Protection
Hardening
Incident Management, Response and SOC
Web Application Security
Reverse Engineering
Software Exploitation
Capture the Flag Challenge
Encryption Techniques and Systems
Auditing, Penetration Testing and Red Teaming
Web Visualization
Web User Interface Programming
Web server programming with an application framework
Object-oriented Programming
Mobile Application Development
Android Application Development
Functional Programming
Concurrent Programming
Graphics Programming
Game Engine Programming
Future IoT Technologies
Advanced Programming Project
Computational algorithms
Data-Analysis and Machine Learning Basics
Data Preprocessing
Data Analysis and Visualization
Machine Learning
Deep Learning
AI / DA -Project
Basics of Cyber Security Exercises
Planning of Cyber Security Exercise
Cyber Security Exercise
Incident Management, Response and SOC
Cyber Threat Information and Data-analytics
Auditing, Penetration Testing and Red Teaming
Practical Training
Practical Training
Supplementary Training
Advancement Professional Training
Bachelor's Thesis
Bachelor's Thesis, Planning
Bachelor's Thesis, Thesis Writing
Bachelor's Thesis, Implementation
Bachelor's Thesis, Reporting and Assessment
Maturity Test, Bachelor's Degree
Core Studies
English for Working Life
Swedish for Working Life
Communication Skills for Working Life
Finnish 1
Entrepreneurship
JAMK InnoFlash
Math1 Equations
Math2 Functions
Math3 Derivative and Integral
Math4 Discrete Mathematics
Phys1 Force and Motion
Phys2 Energy
Physics 3 - Electromagnetism and Waves
Physics 4 - Laboratory work
Applied mathematics: Cryptology
Applied mathematics: Optimization and Network Models
Applied mathematics: Probability Theory
Applied mathematics: Vectors and Matrices
Applied mathematics
Development as an Expert
ICT Skills
Research and Development
Elective Studies
Preparatory Mathematics
Math1 Support
Math2 Support
Math3 Support
Git version control and GitLab project management environment
Remedial programming
Software Design and Testing
New technologies and the future of work
Special Work
WIMMA Lab
Not grouped

Bachelor's Degree: EUR-ACE competences in Technology 2020-2023

Multidisciplinary competences

The learning process should enable Bachelor Degree graduates to demonstrate:
- awareness of the wider multidisciplinary context of engineering
- awareness of societal, health and safety, environmental, economic and industrial implications of engineering practice and recognition of the constraints that they pose
- awareness of economic, organisational and managerial issues (such as project management, risk and change management) in the industrial and business context
- ability to gather and interpret relevant data and handle complexity to inform judgements that include reflection on relevant social and ethical issues
- ability to manage complex technical or professional activities or projects, taking responsibility for decision making
- ability to recognise the need for and to engage in independent life-long learning
- ability to follow developments in science and technology.

English for Working Life
Swedish for Working Life
Communication Skills for Working Life
Finnish 1
Entrepreneurship
JAMK InnoFlash
Future Factory Project
Project Management and Practices
Cyber Security Management
Cyber Threat Information and Data-analytics
Web Application Security
Reverse Engineering
Auditing, Penetration Testing and Red Teaming
Cyber Threat Information and Data-analytics
Bachelor's Thesis, Implementation
Bachelor's Thesis, Reporting and Assessment
Practical Training
Supplementary Training
Advancement Professional Training
Special Work
WIMMA Lab
Engineering Practice

The learning process should enable Bachelor Degree graduates to demonstrate:
- ability to analyse complex engineering products, processes and systems, and to correctly interpret the outcomes of such analyses, by being able to select and having the practical skills to apply relevant established analytical, computational and experimental techniques and methods
- ability to identify, formulate and solve complex engineering problems, by being able to select and having the practical skills to apply relevant established analytical, computational and experimental techniques and methods
- ability to develop and design complex products (devices, artefacts, etc.), processes and systems to meet established requirements that can include societal, health and safety, environmental, economic and industrial constraints, by being able to select and having the practical skills to apply relevant design methodologies
- practical skills for realising complex engineering designs
- ability to use the awareness of the forefront of their engineering specialisation in design and development
- ability to apply norms of engineering practice in their engineering specialisation
- ability to consult and apply codes of practice and safety regulations in their engineering specialisation.

Future Factory Project
Physics 3 - Electromagnetism and Waves
Physics 4 - Laboratory work
Applied mathematics: Cryptology
Applied mathematics: Optimization and Network Models
Applied mathematics: Probability Theory
Applied mathematics: Vectors and Matrices
Applied mathematics
Git version control and GitLab project management environment
Remedial programming
Software Design and Testing
IT Service Platforms
Cyber Security
Data Networks
Linux Basics
Data Structures and Algorithms
Digital Technology and Hardware
Web Technologies
Databases
Basics of Programming
Introduction to IoT systems
Introduction to Data Analytics and Artificial Intelligence
Basics of Scripting and Automatization
Project Management and Practices
Full Stack Programming
Data Security Controls
Cyber Security Management
Cyber Threat Information and Data-analytics
Attacks, Defence and Protection
Hardening
Incident Management, Response and SOC
Web Application Security
Reverse Engineering
Software Exploitation
Capture the Flag Challenge
Encryption Techniques and Systems
Auditing, Penetration Testing and Red Teaming
Web Visualization
Web User Interface Programming
Web server programming with an application framework
Object-oriented Programming
Mobile Application Development
Android Application Development
Functional Programming
Concurrent Programming
Graphics Programming
Game Engine Programming
Future IoT Technologies
Advanced Programming Project
Computational algorithms
Data-Analysis and Machine Learning Basics
Data Preprocessing
Data Analysis and Visualization
Machine Learning
Deep Learning
AI / DA -Project
Basics of Cyber Security Exercises
Planning of Cyber Security Exercise
Cyber Security Exercise
Incident Management, Response and SOC
Cyber Threat Information and Data-analytics
Auditing, Penetration Testing and Red Teaming
Research and Development
Bachelor's Thesis, Planning
Bachelor's Thesis, Implementation
Bachelor's Thesis, Reporting and Assessment
Practical Training
Supplementary Training
Advancement Professional Training
Special Work
WIMMA Lab
Knowledge and Understanding

The learning process should enable Bachelor Degree graduates to demonstrate:
- knowledge and understanding of mathematics and other basic sciences underlying their engineering specialisation, at a level necessary to achieve the other programme learning outcomes
- knowledge and understanding of engineering disciplines underlying their specialisation, at a level necessary to achieve the other programme learning outcomes, including some awareness at the forefront
- knowledge and understanding of applicable materials, equipment and tools, engineering technologies and processes, and of their limitations, in their specialisation
- knowledge and understanding of applicable techniques and methods of analysis, design and investigation, and of their limitations, in their specialisation.

Future Factory Project
Math1 Equations
Math2 Functions
Math3 Derivative and Integral
Math4 Discrete Mathematics
Phys1 Force and Motion
Phys2 Energy
Physics 3 - Electromagnetism and Waves
Physics 4 - Laboratory work
Applied mathematics: Cryptology
Applied mathematics: Optimization and Network Models
Applied mathematics: Probability Theory
Applied mathematics: Vectors and Matrices
Applied mathematics
Preparatory Mathematics
Math1 Support
Math2 Support
Math3 Support
Git version control and GitLab project management environment
Remedial programming
Software Design and Testing
New technologies and the future of work
ICT Skills
IT Service Platforms
Cyber Security
Data Networks
Linux Basics
Data Structures and Algorithms
Digital Technology and Hardware
Web Technologies
Databases
Basics of Programming
Introduction to IoT systems
Introduction to Data Analytics and Artificial Intelligence
Basics of Scripting and Automatization
Project Management and Practices
Full Stack Programming
Data Security Controls
Cyber Security Management
Cyber Threat Information and Data-analytics
Attacks, Defence and Protection
Hardening
Incident Management, Response and SOC
Web Application Security
Reverse Engineering
Software Exploitation
Capture the Flag Challenge
Encryption Techniques and Systems
Auditing, Penetration Testing and Red Teaming
Web Visualization
Web User Interface Programming
Web server programming with an application framework
Object-oriented Programming
Mobile Application Development
Android Application Development
Functional Programming
Concurrent Programming
Graphics Programming
Game Engine Programming
Future IoT Technologies
Advanced Programming Project
Computational algorithms
Data-Analysis and Machine Learning Basics
Data Preprocessing
Data Analysis and Visualization
Machine Learning
Deep Learning
AI / DA -Project
Basics of Cyber Security Exercises
Planning of Cyber Security Exercise
Cyber Security Exercise
Incident Management, Response and SOC
Cyber Threat Information and Data-analytics
Auditing, Penetration Testing and Red Teaming
Bachelor's Thesis, Thesis Writing
Special Work
WIMMA Lab
Investigations and information retrieval

The learning process should enable Bachelor Degree graduates to demonstrate:
- ability to conduct searches of literature, to consult and to critically use scientific databases and other appropriate sources of information, and to carry out simulation and analysis, in order to pursue detailed investigations and research of technical issues
- ability and practical skills to design and conduct experimental investigations, interpret data and draw conclusions
- ability to work in a laboratory/workshop setting.

Future Factory Project
Physics 4 - Laboratory work
New technologies and the future of work
IT Service Platforms
Data Structures and Algorithms
Basics of Programming
Object-oriented Programming
Data Analysis and Visualization
Machine Learning
Deep Learning
Research and Development
Bachelor's Thesis, Planning
Bachelor's Thesis, Thesis Writing
Bachelor's Thesis, Implementation
Bachelor's Thesis, Reporting and Assessment
Special Work
WIMMA Lab
Communication and Team-working

The learning process should enable Bachelor Degree graduates to demonstrate:
- ability to communicate effectively information, ideas, problems and solutions with the engineering community
- ability to communicate effectively information, ideas, problems and solutions with the society at large
- ability to function effectively and ethically in a national and an international context
- ability to function effectively as an individual and as an entrepreneurship as a member of a team
- ability to cooperate effectively with engineers and non-engineers.

English for Working Life
Swedish for Working Life
Communication Skills for Working Life
Finnish 1
Entrepreneurship
JAMK InnoFlash
Future Factory Project
Software Design and Testing
ICT Skills
Cyber Security Management
Cyber Threat Information and Data-analytics
Auditing, Penetration Testing and Red Teaming
Data-Analysis and Machine Learning Basics
AI / DA -Project
Cyber Threat Information and Data-analytics
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
Practical Training
Supplementary Training
Advancement Professional Training
WIMMA Lab
Not grouped
Development as an Expert

Code Name Credits (cr)
TIC2023SS-1002
LANGUAGES AND COMMUNICATION STUDIES

(Choose 11)

11
ZZPC0220 English for Working Life 4
ZZPC0320 Swedish for Working Life 4
ZWPC0420 Communication Skills for Working Life 3
ZWPC0820 Finnish 1 4
TIC2023SS-1003
FUTURE FACTORY

(Choose all)

15
ZZPP0750 Entrepreneurship 3
ZZPP0740 JAMK InnoFlash 2
ZZPP0920 Future Factory Project 10
TIC2023SS-1004
BASIC ENGINEERING MATHEMATICS AND PHYSICS

(Choose all)

24
TZLM1300 Math1 Equations 3
TZLM2300 Math2 Functions 3
TZLM3300 Math3 Derivative and Integral 3
TZLM4300 Math4 Discrete Mathematics 3
TZLF1300 Phys1 Force and Motion 3
TZLF2300 Phys2 Energy 3
TZLF8010 Physics 3 - Electromagnetism and Waves 4
TZLF8020 Physics 4 - Laboratory work 2
TIC2023SS-1005
MATHEMATICS AND APPLYING OF NATURAL SCIENCES IN INFORMATION AND COMMUNICATION TECHNOLOGY

(Choose 15)

6 - 15
TZLM7020 Applied mathematics: Cryptology 3
TZLM7030 Applied mathematics: Optimization and Network Models 3
TZLM7040 Applied mathematics: Probability Theory 3
TZLM7050 Applied mathematics: Vectors and Matrices 3
TZ00BS14 Applied mathematics 3
TIC2023SS-1006
SUPPORT STUDIES

(Choose 18)

0 - 18
TZMV0300 Preparatory Mathematics 3
TZMV1100 Math1 Support 1
TZMV2100 Math2 Support 1
TZMV3100 Math3 Support 1
TTZW0410 Git version control and GitLab project management environment 1
TZTO0010 Remedial programming 1
TTOS0100 Software Design and Testing 5
IWZV0300 New technologies and the future of work 5
TIC2023SS-1007
TIC, INFORMATION TECHNOLOGY

(Choose all)

33
ZZPP0520 Development as an Expert 5
ZZPP0420 ICT Skills 3
TTC1010 IT Service Platforms 3
TTC1020 Cyber Security 4
TTC1030 Data Networks 5
TTC1040 Linux Basics 5
TTC1050 Data Structures and Algorithms 3
TTC1060 Digital Technology and Hardware 5
TIC2023SS-1008
TIC, SOFTWARE ENGINEERING

(Choose all)

31
TTC2010 Web Technologies 4
TTC2020 Databases 4
TTC2030 Basics of Programming 5
TTC2040 Introduction to IoT systems 3
TTC2050 Introduction to Data Analytics and Artificial Intelligence 3
TTC2060 Basics of Scripting and Automatization 3
TTC2070 Project Management and Practices 4
TTC2080 Full Stack Programming 5
TIC2023SS-1009
CYBER DEFENCE

(Choose 30)

0 - 30
TTC6010 Data Security Controls 5
TTC6020 Cyber Security Management 5
TTC6030 Cyber Threat Information and Data-analytics 5
TTC6040 Attacks, Defence and Protection 5
TTC6050 Hardening 5
TTC6060 Incident Management, Response and SOC 5
TIC2023SS-1010
ETHICAL HACKING

(Choose 30)

0 - 30
TTC6500 Web Application Security 5
TTC6510 Reverse Engineering 5
TTC6520 Software Exploitation 5
TTC6530 Capture the Flag Challenge 5
TTC6540 Encryption Techniques and Systems 5
TTC6550 Auditing, Penetration Testing and Red Teaming 5
TIC2023SS-1011
APPLICATION DEVELOPMENT

(Choose 30)

0 - 30
TTC8410 Web Visualization 5
TTC8420 Web User Interface Programming 5
TTC8430 Web server programming with an application framework 5
TTC8440 Object-oriented Programming 5
TTC8450 Mobile Application Development 5
TTC8460 Android Application Development 5
TIC2023SS-1012
ADVANCED PROGRAMMING

(Choose 30)

0 - 30
TTC8810 Functional Programming 5
TTC8820 Concurrent Programming 5
TTC8830 Graphics Programming 5
TTC8840 Game Engine Programming 5
TTC8850 Future IoT Technologies 5
TTC8860 Advanced Programming Project 5
TIC2023SS-1019
DATA-ANALYTICS AND ARTIFICIAL INTELLIGENCE

(Choose 30)

0 - 30
TTC8010 Computational algorithms 4
TTC8020 Data-Analysis and Machine Learning Basics 4
TTC8030 Data Preprocessing 4
TTC8040 Data Analysis and Visualization 4
TTC8050 Machine Learning 4
TTC8060 Deep Learning 5
TTC8070 AI / DA -Project 5
TIC2023SS-1020
CYBER SECURITY EXERCISE

(Choose 30)

0 - 30
TTC7510 Basics of Cyber Security Exercises 5
TTC7520 Planning of Cyber Security Exercise 5
TTC7530 Cyber Security Exercise 5
TTC6060 Incident Management, Response and SOC 5
TTC6030 Cyber Threat Information and Data-analytics 5
TTC6550 Auditing, Penetration Testing and Red Teaming 5
TIC2023SS-1014
RESEARCH-BASED DEVELOPMENT IN PRACTICE

(Choose all)

20
ZZPP0620 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
TIC2023SS-1015
PRACTICAL TRAINING

(Choose 60)

30 - 60
TTHA0100 Practical Training 30
TTHA0110 Supplementary Training 0 - 15
TTHA0120 Advancement Professional Training 0 - 15
TIC2023SS-1016
ELECTIVE STUDIES

(Choose 10)

10
TIC2023SS-1013
ELECTIVE PROFESSIONAL STUDIES

(Choose 25)

0 - 25
TT00BD35 Special Work 1 - 10
TTVW0110 WIMMA Lab 15
ZWHYVIN
Student Wellbeing in Studies and at Work (For Bachelor's Student)
0 - 12
ZW00BM05 Degree Student Tutoring 3 - 5
ZW00BM04 Exchange Student Tutoring 3 - 5
ZZ00BP80 Boost your career! Career planning and working life skills 2
INTEG2022
Talent Boost: Integration into Finland
0 - 35
ZW00BS75 Integration into the Finnish Society 2
HBIETE02 Creating Careers 1
HBIETE03 Team and Client - Multidisciplinary Business Project Course 5
BI00BB21 Finnish 2 5
BI00BB22 Finnish 3 5
BI00BB23 Finnish 4 5
BI00BO69 Finnish 5 5
BI00BB47 Each One Teach One 2 - 8
BITB001
Talent Boost: Let´s communicate in Finnish
0 - 15
BI00BT55 Write in Finnish 4
BI00BT57 Puhu suomeksi 2
BI00BT58 Kehitä kielioppia 2
BI00CJ87 Finnish 6 5
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
TIC2023SS-1017
CAMPUSONLINE STUDIES

(Choose 0)

0
TIC2023SS-1018
EDUFUTURA

(Choose 0)

0