Master of Science, Mathematical Information Technology, 2011-2014

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Organisation:	Department of Mathematical Information Technology
Year:	2011-2014
Location:	Aktiiviset
Further information:
Contents:
[F]Tavoitteet:
Minimum amount of ECTS credits:	120
[F]Tutkinnon taso:	[F]Maisteri
Degree name:	Master of Science

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Degree structure elements

! Profiling advanced studies, 85 ECTS
- Advanced studies in Mathematical Information Technology, Educational Technology, 70 ECTS
  - ! TIES410 Future Internet (5 ECTS cr.)
  - TIES405 Software Project (10 ECTS cr.)
  - ! TIES501 Seminar (3 - 5 ECTS cr.)
  - TIES502 Master's Thesis (30 ECTS cr.)
  - TIES503 Maturity test (0 ECTS cr.)
  - ! Syventävävät opinnot, 20 ECTS
    - ! TIES461 Teaching Methods of Computer Science (5 ECTS cr.)
    - ! TIES462 Virtual Learning Environments (5 ECTS cr.)
    - ! TIES463 Web Course Design and Implementation (5 - 10 ECTS cr.)
    - ! Valinnaisia syventäviä opintoja, 5 ECTS
      - TIES464 Computer ScienceTeacher Education Seminar (2 - 5 ECTS cr.)
      - TIES465 Support of pedagogical innovations using ICT (3 ECTS cr.)
      - TIES466 Security in Education (5 ECTS cr.)
- Advanced studies in Mathematical Information Technology, Computational Science, 85 ECTS
  - ! TIES410 Future Internet (5 ECTS cr.)
  - TIES405 Software Project (10 ECTS cr.)
  - ! TIES501 Seminar (3 - 5 ECTS cr.)
  - TIES502 Master's Thesis (30 ECTS cr.)
  - TIES503 Maturity test (0 ECTS cr.)
  - ! Suuntautumisvaihdoehdon syventävät opinnot, 20 ECTS
    - ! TIES481 Simulations (5 ECTS cr.)
    - ! TIES483 Nonlinear Optimization (5 - 7 ECTS cr.)
    - ! TIES513 Physics Based Modeling and Animation (5 - 6 ECTS cr.)
    - ! Data mining, 5 ECTS
      Choose at least 1 course units
      - TIES487 Advanced Data Mining and Machine Learning (5 ECTS cr.)
      - TIES445 Data Mining (3 - 5 ECTS cr.)
  - ! Teemaopinnot, 15 ECTS
    - Scientific computation, 15 ECTS
      Choose at least 3 course units
      - TIES581 Numerical Linear Algebra (5 ECTS cr.)
      - TIES583 Mathematical Programming, Part 2 (5 ECTS cr.)
      - TIES588 Multiobjective Optimization (5 ECTS cr.)
      - TIES594 PDE Solvers (5 ECTS cr.)
      - TIES595 Numerical Analysis of PDEs (3 - 5 ECTS cr.)
    - Teolliset järjestelmät, 15 ECTS
      - ! TIES324 Signal Processing (4 ECTS cr.)
      - ! TIES411 Computer Vision and Image Analysis (4 ECTS cr.)
      - ! TIES433 Design of Agent-Based Systems (5 - 10 ECTS cr.)
- Advanced studies in Mathematical Information Technology, Software and Telecommunication technology, 85 ECTS
  - ! TIES410 Future Internet (5 ECTS cr.)
  - TIES405 Software Project (10 ECTS cr.)
  - ! TIES501 Seminar (3 - 5 ECTS cr.)
  - TIES502 Master's Thesis (30 ECTS cr.)
  - TIES503 Maturity test (0 ECTS cr.)
  - Suuntautumisvaihdoehdon syventävät opinnot, 20 ECTS
    Choose at least 4 course units
    - ! ITKS452 Requirements engineering (5 ECTS cr.)
    - ! TIES441 Software Architectures (5 ECTS cr.)
    - ! TIES326 Information Security (5 ECTS cr.)
    - ! TIES532 Service oriented architectures and cloud computing for developers (5 - 10 ECTS cr.)
  - Teemaopinnot, 15 ECTS
    - Mobile Technology (in English), 15 ECTS
      Choose at least 3 course units
      - ! TIES434 Radio networks and resource management (5 - 8 ECTS cr.)
      - ! ITKS545 Mobile Services Design (5 ECTS cr.)
      - ! TIES425 Programming for Mobile Terminals (5 ECTS cr.)
    - Ohjelmistotekniikka, 15 ECTS
      Choose at least 3 course units
      - ! Testaus, 5 ECTS
        Choose at least 1 course units
        
        TJTSS50 Software Testing and Quality Assurance (5 ECTS cr.)
        
        TIES546 Software testing (5 ECTS cr.)
      - ! TIES427 Distributed Systems (4 - 5 ECTS cr.)
      - ! TIES449 Algorithmic Adventures (5 ECTS cr.)
    - Web Technologies (in English), 15 ECTS
      Choose at least 2 course units
      - ! ITKS544 Semantic Web and Ontology Engineering (5 - 10 ECTS cr.)
      - ! TIES433 Design of Agent-Based Systems (5 - 10 ECTS cr.)
    - Censor networks, 15 ECTS
      Choose at least 4 course units
      - ! TIES436 Wireless Technologies (3 - 5 ECTS cr.)
      - ! TIES535 Fundamentals of Wireless Sensor Networks (5 ECTS cr.)
      - ! TIES536 Wireless Embedded InterNetworking (3 ECTS cr.)
      - ! TIES537 Laboratory works in wireless systems (2 - 8 ECTS cr.)
! Minor subject studies, 25 ECTS
! Optional studies, 0 ECTS

! = this element has been marked obligatory

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