Yleistä Opetus Tentit Tutkintorakenteet Sivuopintokokonaisuudet Opintojaksot

The courses belonging to this Master's programme in the academic year 2019-2020 are listed below. Some of the courses are lectured every other year, and therefore are not in offer in 2019-2020.

See course descriptions for more information.



Oppaaseen kuuluvat opintojaksot

Tunnistelaskeva Nimilaskeva Laajuus Vastuuyksikkölaskeva Toiminnot
BM20A6100 Advanced Data Analysis and Machine Learning 6 op  LUT School of Engineering Science (23B3)  
BM10A1100 Advanced Methods in Mathematics, Computing and Physics 3-6 op  LUT School of Engineering Science (23B3)  
BM30A1500 Advanced Topics in Material Science 6 op / 3.33 ov  LUT School of Engineering Science (23B3)  
BM30A0500 Applied Optics 6 op / 3.33 ov  LUT School of Engineering Science (23B3) Hae opetus 
CS31A0720 Basics of ERP systems 6 op  LUT School of Engineering Science (23B3)  
BH61A0600 Bioenergy 3 op / 1.67 ov  LUT School of Energy Systems (23B2)  
CT70A4000 Business Process Modelling 6 op  LUT School of Engineering Science (23B3)  
A380A0131 Business Relationships in International Value Networks 6 op  LUT School of Business and Management (23E1)  
BM20A4000 Case Study Seminar 5 op / 2.78 ov  LUT School of Engineering Science (23B3)  
A370A0401 Case-Course of Business 6 op  LUT School of Business and Management (23E1)  
CT10A7041 Code Camp 1-6 op  LUT School of Engineering Science (23B3)  
CS30A1570 Complex Systems 6 op  LUT School of Engineering Science (23B3)  
BM40A0901 Computer Vision 6 op  LUT School of Engineering Science (23B3)  
CS30A1372 Creative Design and Problem Solving 6 op  LUT School of Engineering Science (23B3)  
A380A0000 Cross-Cultural Issues in International Business 6 op  LUT School of Business and Management (23E1) Hae opetus 
BM20A3401 Design of Experiments 4 op / 2.22 ov  LUT School of Engineering Science (23B3) Hae opetus 
CT70A7000 Digital Business Platforms 6 op  LUT School of Engineering Science (23B3)  
BM40A1201 Digital Imaging and Image Preprocessing 6 op  LUT School of Engineering Science (23B3)  
BL50A0600 Electromagnetic Compatibility in Power Electronics 2 op / 1.11 ov  LUT School of Energy Systems (23B2)  
BL40A1601 Embedded System Design 6 op  LUT School of Energy Systems (23B2)  
BL40A1101 Embedded System Programming 5 op  LUT School of Energy Systems (23B2)  
BL40A2301 Energy Efficiency 6 op  LUT School of Energy Systems (23B2)  
BL20A1300 Energy Resources 6 op  LUT School of Energy Systems (23B2) Hae opetus 
BL20A1500 Energy Scenarios 6 op  LUT School of Energy Systems (23B2)  
A220A0010 Free Analytics Environment R 6 op  LUT School of Business and Management (23E1)  
CT60A5400 Fundamentals of Game Development 6 op  LUT School of Engineering Science (23B3)  
A240A0070 Fuzzy Data Analysis 6 op  LUT School of Business and Management (23E1) Hae opetus 
A240A0060 Fuzzy Sets and Fuzzy Logic 6 op  LUT School of Business and Management (23E1)  
BM40A1400 GPGPU Computing 6 op  LUT School of Engineering Science (23B3)  
CT70A5000 Impact and Benefits of Digitalization 6 op  LUT School of Engineering Science (23B3)  
A210A0601 Information Systems in Corporate Management and Decision-making 6 op  LUT School of Business and Management (23E1)  
CS30A0940 Intelligent product-service systems 6 op  LUT School of Engineering Science (23B3) Hae opetus 
A380A7000 International Business Essentials 6 op  LUT School of Business and Management (23E1)  
A380A6051 Introduction to International Business and Planning 6 op  LUT School of Business and Management (23E1)  
BM10A1200 Introduction to M.Sc. Studies in Computational Engineering and Technical Physics 1 op  LUT School of Engineering Science (23B3)  
BM20A6200 Inverse Problems and Normed Spaces 6 op  LUT School of Engineering Science (23B3)  
A220A0053 Investment and Business Analysis with Excel 6 op  LUT School of Business and Management (23E1)  
CS20A6072 Kestävät liiketoimintamallit 6 op  LUT School of Engineering Science (23B3)  
CS31A0161 Kustannusjohtamisen jatkokurssi 6 op  LUT School of Engineering Science (23B3)  
CS20A0303 Liiketoiminnan strateginen kehittäminen 6 op  LUT School of Engineering Science (23B3)  
BM40A0801 Machine Vision and Digital Image Analysis 6 op  LUT School of Engineering Science (23B3) Hae opetus 
A240A0040 Marketing Analytics 6 op  LUT School of Business and Management (23E1) Hae opetus 
BM10A0000 Master's Thesis and Seminar 30 op  LUT School of Engineering Science (23B3)  
BM30A1600 Microelectronics 6 op / 3.33 ov  LUT School of Engineering Science (23B3)  
BJ02A2011 Modelling of Unit Operations 5 op  LUT School of Engineering Science (23B3)  
BM20A4701 Modelling with Partial Differential Equations 4 op  LUT School of Engineering Science (23B3)  
BM30A2500 Nanophysics 6 op  LUT School of Engineering Science (23B3)  
CS30A1661 Open Innovation 6 op  LUT School of Engineering Science (23B3)  
A240A0020 Optimization in Business and Industry 6 op  LUT School of Business and Management (23E1) Hae opetus 
BM30A0601 Optoelectronics 6 op / 3.33 ov  LUT School of Engineering Science (23B3)  
BM40A0702 Pattern Recognition and Machine Learning 6 op  LUT School of Engineering Science (23B3)  
BM30A1701 Physics of Semiconductor Devices 6 op  LUT School of Engineering Science (23B3)  
BM20A5001 Principles of Technical Computing 4 op  LUT School of Engineering Science (23B3)  
CS30A1376 Product Development 6 op  LUT School of Engineering Science (23B3)  
CS30A1103 Päätöksenteko ja päätösanalyysi 6 op  LUT School of Engineering Science (23B3)  
CT60A5500 Quality Assurance in Software Development 6 op  LUT School of Engineering Science (23B3)  
BL20A1400 Renewable Energy Technology 6 op  LUT School of Energy Systems (23B2) Hae opetus 
CT70A2000 Requirements Engineering 6 op  LUT School of Engineering Science (23B3)  
BM10A0500 Research Methods 3 op  LUT School of Engineering Science (23B3)  
A380A0201 Sales and Marketing Communication 6 op  LUT School of Business and Management (23E1)  
BM20A5100 Scientific Computing and Numerics for PDEs 6 op  LUT School of Engineering Science (23B3) Hae opetus 
BM30A2200 Semiconductor and Superconductor Physics 6 op / 3.33 ov  LUT School of Engineering Science (23B3)  
BM40A1002 Seminar on Computer Vision and Pattern Recognition 3 op  LUT School of Engineering Science (23B3)  
CS30A1671 Service Innovation and Management 6 op  LUT School of Engineering Science (23B3)  
BM20A6500 Simulation and System Dynamics 6 op  LUT School of Engineering Science (23B3) Hae opetus 
CS30A7402 Software and Application Innovation 6 op  LUT School of Engineering Science (23B3)  
CT60A7322 Software Business Development 3 op  LUT School of Engineering Science (23B3) Hae opetus 
CT60A5103 Software Engineering Models and Modeling 6 op  LUT School of Engineering Science (23B3)  
BL10A8400SS Solar Economy and Smart Grids 3 op  LUT School of Energy Systems (23B2)  
BM20A3002 Statistical Analysis in Modelling 6 op  LUT School of Engineering Science (23B3) Hae opetus 
CS31A0351 Suorituskyvyn analysointijärjestelmät 6 op  LUT School of Engineering Science (23B3)  
CS30A1630 System modelling 6 op  LUT School of Engineering Science (23B3)  
CS30A7380SS Systematic Creativity - TRIZ Basics 3 op  LUT School of Engineering Science (23B3)  
CS30A7381SS Systematic Creativity - TRIZ Basics Online 3 op  LUT School of Engineering Science (23B3)  
CS30A1391 Systems Engineering 6 op  LUT School of Engineering Science (23B3) Hae opetus 
CS20A0120 Tuotannonohjaus 6 op  LUT School of Engineering Science (23B3)  
CT30A8922 User Experience Design 6 op  LUT School of Engineering Science (23B3)