26.06.2018

Degree Structure

MSc Cognitive Computing and Collective Intelligence, 120 ECTS
 
Curriculum 2018-2021

Compulsory Core Studies, 68-75 ECTS:

  • TIES4910 Deep Learning for Cognitive Computing: Theory, 5 ECTS
  • ITKS5440 Semantic Web and Linked Data, 5 ECTS
  • TIES4560 SOA and Cloud Computing, 5 ECTS
  • TIES438 Big Data Engineering, 5 ECTS
  • TIES4530 Collective Intelligence and Agent Technology, 5 ECTS
  • TIES4580 Self-Assessment on Study Progress, 0 ECTS
  • TIES4570 Cognitive Service Development Project, 10-15 ECTS
  • TIES501 Seminar, 3-5 ECTS
  • TIES502 Master's Thesis, 30 ECTS  
  • TIES503 Maturity Test, 0 ECTS

Elective Major Subject Studies, 20 ECTS (Choose from below):

  • TIES4911 Deep Learning for Cognitive Computing for Developers, 5 ECTS
  • TIES4520 Semantic Technologies for Developers, 5 ECTS
  • TIES4371 Interface of Things, 5 ECTS
  • TIES454 Agent Technologies for Developers, 5 ECTS
  • Any other subject related course provided by the IT Faculty (in consultation with the Study Advisor)

Other Optional Studies, 17 ECTS (Choose from below):

  • TIES481 Simulations, 5 ECTS
  • TIES445 Data Mining, 5 ECTS
  • ITKS557 Cross-Cultural and Context Computing, 2 - 6 ECTS
  • TIEJ607 Research Ethics, 2 ECTS
  • TIES328 Communication Systems and Services, 5 ECTS
  • ITKST45 Introduction to Cyber Conflict, 5 ECTS
  • Any other JYU course available in English


Language Studies, 10 ECTS:

  • XSU0005 Suomi 1(-5), 5 ECTS
  • XENX009 Integrated Research Communication, 5 ECTS