Master's Degree Programme in Artificial Intelligence and Data Analytics: Part-time Studies
Code: YTI2024SS
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Show study timings by semester, study year or period
Code | Name | Credits (cr) | 2024-2025 | 2025-2026 | Autumn 2024 | Spring 2025 | Autumn 2025 | Spring 2026 | 1. / 2024 | 2. / 2025 | 3. / 2025 | 1. / 2025 | 2. / 2026 | 3. / 2026 |
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YTI2024SS-1002 |
PROFESSIONAL STUDIES
(Choose all ) |
25 | ||||||||||||
YZ00CK87 | Research-based Development | 5 | 5 | 5 | 5 | |||||||||
YT00CA12 | Modern Management of IT | 5 | 5 | 5 | 5 | |||||||||
YTIP2200 | Data Analytics | 5 | 5 | 5 | 5 | |||||||||
YTIP2300 | Machine Learning | 5 | 5 | 5 | 5 | |||||||||
YTIP2400 | Deep Learning and Neural Networks | 5 | 5 | 5 | 5 | |||||||||
YTI2024SS-1003 |
MASTER'S THESIS
(Choose all ) |
30 | ||||||||||||
YZ00BL94 | Master's Thesis, Planning | 7 | 7 | 3.5 | 3.5 | 3.5 | 3.5 | |||||||
YZ00BL98 | Master's Thesis, Research Writing | 3 | 3 | 3 | 3 | |||||||||
YZ00BL95 | Master's Thesis, Implementation | 10 | 5 | 5 | 5 | 5 | 5 | 5 | ||||||
YZ00BL96 | Master's Thesis, Reporting | 10 | 10 | 10 | 5 | 5 | ||||||||
YZ00BB05 | Maturity Test, Master's Degree | 0 | ||||||||||||
YTI2024SS-1004 |
ELECTIVE STUDIES
(Choose 5) |
5 | ||||||||||||
YTFWV100 | New and Emerging Technologies | 5 | ||||||||||||
YI00CH04 | Cyber Security Implementation in Practice | 5 | ||||||||||||
YT00CD09 | Robotics Applications | 5 | ||||||||||||
YTIP2200 | Data Analytics | 5 | ||||||||||||
YTI2024SS-1009 |
INTEGRATION TO FINLAND
(Choose 10) |
0 - 10 | ||||||||||||
ZZ00CK40 | Finland Works | 2 | ||||||||||||
ZZ00CK41 | Future of Work | 2 | ||||||||||||
ZZ00CK42 | Design a Meaningful Career | 2 | ||||||||||||
ZZ00CD04 | Finnish 1 | 4 | ||||||||||||
BI00BB21 | Finnish 2 | 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 | ||||||||||||
YTI2024SS-1006 |
CROSS-INSTITUTIONAL STUDIES
(Choose 0) |
0 | ||||||||||||
YTI2024SS-1008 |
EUDRES
(Choose 0) |
0 | ||||||||||||
Total | 60 | 35 | 20 | 18.5 | 16.5 | 10 | 10 | 18.5 | 16.5 | 0 | 10 | 5 | 5 |
Due to the timing of optional and elective courses, credit accumulation per semester / academic year may vary.
Structure of the studies (Master's degree)
Compulsory studies (Master's degree)
Master’s degree: The shared competences 2023-2027
Ethics
The graduating student assesses and promotes the realisation of ethical principles and values of their field of profession, taking equality and non-discrimination into account. |
Research-based Development |
Master's Thesis, Planning |
Master's Thesis, Research Writing |
Master's Thesis, Implementation |
Maturity Test, Master's Degree |
Proactive development
The graduating student is able to manage the development of new solutions that anticipate the future and produces new information using different research and development methods. |
Research-based Development |
Maturity Test, Master's Degree |
Internationality and multiculturalism
The graduating student is able to develop and manage multicultural and international operating environments and networks. |
Master's Thesis, Planning |
Master's Thesis, Research Writing |
Master's Thesis, Implementation |
Sustainable development
The graduating student develops and manages sustainable and responsible operating methods in their work and promotes sustainable change in their work community and society. |
Master's Thesis, Planning |
Master's Thesis, Reporting |
Learning to learn
The graduating student promotes their own and their community's continuous learning and competence development, drawing on knowledge from different fields and the opportunities of digitalisation. |
Research-based Development |
Master's Thesis, Planning |
Master's Thesis, Research Writing |
Master's Thesis, Implementation |
Maturity Test, Master's Degree |
Operating in a workplace
The graduating student is able to develop and manage their work community and reforms working life. |
Research-based Development |
Master's Thesis, Planning |
Master's Thesis, Research Writing |
Master's Thesis, Implementation |
Maturity Test, Master's Degree |
Not grouped |
Modern Management of IT |
Data Analytics |
Machine Learning |
Deep Learning and Neural Networks |
New and Emerging Technologies |
Cyber Security Implementation in Practice |
Robotics Applications |
Data Analytics |
Finland Works |
Future of Work |
Design a Meaningful Career |
Finnish 1 |
Finnish 2 |
Master's Degree: EUR-ACE competences in Technology 2024-2027
Engineering Analysis
- Ability to analyse new and complex engineering products, processes and systems within broader or multidisciplinary contexts; to select and apply the most appropriate and relevant methods from established analytical, computational and experimental methods or new and innovative methods; to critically interpret the outcomes of such analyses; |
Modern Management of IT |
Data Analytics |
Master's Thesis, Planning |
Master's Thesis, Reporting |
Engineering Design
- Ability to develop, to design new and complex products (devices, artefacts, etc.), processes and systems, with specifications incompletely defined and/or competing, that require integration of knowledge from different fields and non-technical - societal, health and safety, environmental, economic and industrial commercial – constraints; to select and apply the most appropriate and relevant design methodologies or to use creativity to develop new and original design methodologies; |
Data Analytics |
Machine Learning |
Master's Thesis, Planning |
Master's Thesis, Implementation |
Engineering Practice
- Comprehensive understanding of applicable techniques and methods of analysis, design and investigation and of their limitations; |
Machine Learning |
Master's Thesis, Planning |
Master's Thesis, Reporting |
Investigations
- Ability to identify, locate and obtain required data; |
Research-based Development |
Data Analytics |
Machine Learning |
Deep Learning and Neural Networks |
Master's Thesis, Implementation |
Master's Thesis, Reporting |
New and Emerging Technologies |
Knowledge and Understanding
- In-depth knowledge and understanding of mathematics, computing and sciences underlying their engineering specialisation, at a level necessary to achieve the other programme outcomes; |
Research-based Development |
Modern Management of IT |
Master's Thesis, Implementation |
Master's Thesis, Reporting |
New and Emerging Technologies |
Lifelong Learning
- Ability to engage in independent life-long learning; |
Modern Management of IT |
Master's Thesis, Reporting |
New and Emerging Technologies |
Making Judgements, Communication and Team-working
- Ability to integrate knowledge and handle complexity, to formulate judgements with incomplete or limited information, that include reflecting on social and ethical responsibilities linked to the application of their knowledge and judgement to deliver sustainable solutions for society, the economy and environment; |
Research-based Development |
Deep Learning and Neural Networks |
Master's Thesis, Planning |
Master's Thesis, Research Writing |
Master's Thesis, Reporting |
Maturity Test, Master's Degree |
Not grouped |
Cyber Security Implementation in Practice |
Robotics Applications |
Data Analytics |
Finland Works |
Future of Work |
Design a Meaningful Career |
Finnish 1 |
Finnish 2 |
Code | Name | Credits (cr) |
---|---|---|
YTI2024SS-1002 |
PROFESSIONAL STUDIES
(Choose all) |
25 |
YZ00CK87 | Research-based Development | 5 |
YT00CA12 | Modern Management of IT | 5 |
YTIP2200 | Data Analytics | 5 |
YTIP2300 | Machine Learning | 5 |
YTIP2400 | Deep Learning and Neural Networks | 5 |
YTI2024SS-1003 |
MASTER'S THESIS
(Choose all) |
30 |
YZ00BL94 | Master's Thesis, Planning | 7 |
YZ00BL98 | Master's Thesis, Research Writing | 3 |
YZ00BL95 | Master's Thesis, Implementation | 10 |
YZ00BL96 | Master's Thesis, Reporting | 10 |
YZ00BB05 | Maturity Test, Master's Degree | 0 |
YTI2024SS-1004 |
ELECTIVE STUDIES
(Choose 5) |
5 |
YTFWV100 | New and Emerging Technologies | 5 |
YI00CH04 | Cyber Security Implementation in Practice | 5 |
YT00CD09 | Robotics Applications | 5 |
YTIP2200 | Data Analytics | 5 |
YTI2024SS-1009 |
INTEGRATION TO FINLAND
(Choose 10) |
0 - 10 |
ZZ00CK40 | Finland Works | 2 |
ZZ00CK41 | Future of Work | 2 |
ZZ00CK42 | Design a Meaningful Career | 2 |
ZZ00CD04 | Finnish 1 | 4 |
BI00BB21 | Finnish 2 | 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 |
YTI2024SS-1006 |
CROSS-INSTITUTIONAL STUDIES
(Choose 0) |
0 |
YTI2024SS-1008 |
EUDRES
(Choose 0) |
0 |