Master's Degree Programme in Mathematical Information Technology, Specialisation in Applied Mathematics and Computational Sciences 2017-2020
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The language used was temporarily changed. Personal information page allows you to save your language settings.Organisation: | Department of Mathematical Information Technology |
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Year: | 2017-2020 |
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
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! Advanced Studies in Mathematical Information Technology, Specialisation in Applied Mathematics and Computational Sciences 2017-2020, 90 ECTS [Näytä]
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! Yleiset opinnot, 2 ECTS
Choose at least 1 course units- ! ITKY4000 Orientation to University Studies for Master's Degree Students (2 ECTS cr.)
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! Menetelmät ja tutkimus, 36 ECTS
- ! TIES5011 Research Methods in Computer Science (3 ECTS cr.)
- ! TIES501 Seminar (3 - 5 ECTS cr.)
- ! TIES502 Master's Thesis (30 ECTS cr.)
- ! TIES503 Maturity Test (MSc) (0 ECTS cr.)
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! Projektiopinnot, 10 ECTS
- TIES405 Software Project (10 - 15 ECTS cr.)
- TIES505 Research Project (10 - 15 ECTS cr.)
- TIES475 Advanced Game Project (10 - 15 ECTS cr.)
- TIES4570 Cognitive Service Development Project (15 ECTS cr.)
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! Pääaineen pakolliset opinnot, 42 ECTS
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Sovelletun matematiikan (numeerinen analyysi) profiili, 42 ECTS
- TIES481 Simulations (5 ECTS cr.)
- TIES584 Mathematical Modelling 2 (3 ECTS cr.)
- TIES595 Numerical Analysis of PDEs (3 - 5 ECTS cr.)
- TIES581 Numerical Linear Algebra (6 ECTS cr.)
- TIES483 Nonlinear Optimization (5 ECTS cr.)
- TIES489 Foundations of Control Theory (5 ECTS cr.)
- MATS111 Measure and Integration Theory 1 (5 ECTS cr.)
- MATS112 Measure and Integration Theory 2 (4 ECTS cr.)
- MATS220 Functional Analysis (10 ECTS cr.)
- TIES-, ITKS- ja MATS-kursseja, 0 ECTS
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Optimoinnin ja päätöksenteon profiili, 42 ECTS
- TIES483 Nonlinear Optimization (5 ECTS cr.)
- TIES585 Levitin/Defending Complex Systems against International Attacks (3 ECTS cr.)
- TIES598 Nonlinear Multiobjective Optimization (5 ECTS cr.)
- TIES451 Selected Topics in Soft Computing (4 ECTS cr.)
- TIES445 Data Mining (5 ECTS cr.)
- TIES438 Big Data Engineering (5 ECTS cr.)
- TIES-, ITKS- ja MATS-kursseja, 0 ECTS
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Data Analytics and Cognitive Computing, 42 ECTS
- ITKST47 Advanced Anomaly Detection: Theory, Algorithms and Applications (5 ECTS cr.)
- ITKS5440 Semantic Web and Linked Data (5 ECTS cr.)
- TIES4560 SOA and Cloud Computing (5 ECTS cr.)
- TIES438 Big Data Engineering (5 ECTS cr.)
- TIES483 Nonlinear Optimization (5 ECTS cr.)
- TIES4910 Deep-Learning for Cognitive Computing, Theory (5 ECTS cr.)
- TIES4911 Deep-Learning for Cognitive Computing for Developers (5 ECTS cr.)
- TIES4530 Collective Intelligence and Agent Technology (5 ECTS cr.)
- TIES4371 Interface of Things (5 ECTS cr.)
- TIES- ja ITKS-kursseja, 0 ECTS
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Sovelletun matematiikan (numeerinen analyysi) profiili, 42 ECTS
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! Yleiset opinnot, 2 ECTS
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! Muut yhteyset opinnot, 30 ECTS
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Täydentävät opinnot, 0 ECTS
- ITKP1011 Web design (2 ECTS cr.)
- ITKP101 Computer and Data Networks as Tools (2 ECTS cr.)
- ITKP104 Data Networks (1 - 5 ECTS cr.)
- ITKA203 Operating Systems (5 ECTS cr.)
- ITKA201 Algorithms 1 (4 ECTS cr.)
- TIEA211 Algorithms 2 (4 ECTS cr.)
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Vahva ohjelmointitaito, 0 ECTS
- ITKP102 Programming 1 (6 ECTS cr.)
- TIEP111 Programming 2 (8 ECTS cr.)
- TIEA1130 Object Oriented Design and Programming (3 - 5 ECTS cr.)
- ITKA204 Databases and Basics of Data Control (5 ECTS cr.)
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Täydentävät opinnot, 0 ECTS
- Vapaasti valittavat opinnot, 0 ECTS
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= this element has been marked obligatory
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