The following courses are part of study year one.

The course application codes and study periods are valid for the academic year 2018/2019. For other academic years, different application codes and study periods may apply.

General courses

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management, 300 higher education credits, takes place within framework of the Master program Industrial Engineering and Management - TIEMM

Specialisations

Track, Computer Science (CSCJ)

Courses (CSCJ)

THE SPECIALISATION COMPUTER SCIENCE IS DORMANT FOR STUDENTS ADMITTED AUTUMN-18

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

Track, Sustainable Energy Utilization (EEAA)

Courses (EEAA)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

At least one of the conditionally elective courses MJ2437, MJ2411, EG2210, EG2220 or ME2087 should be chosen.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MJ2407 Sustainable Energy Utilisation 9.0 hp 4.0 5.0
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0
MJ2141 Energy Systems, Models and Scenarios 9.0 hp 4.5 4.5

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
MJ2411 Renewable Energy Technology 6.0 hp 3.0 3.0
EG2210 Electricity Market Analysis 7.5 hp 7.5
MJ2437 Modeling of Energy Systems - Energy Utilization 6.0 hp 6.0
EG2220 Power Generation, Environment and Markets 7.5 hp 7.5
ME2087 Energy Business 6.0 hp 6.0

Track, Financial Mathematics (FMIB)

Courses (FMIB)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

At least one of the conditionally elective courses: SF2955, SF2972, SF2975 (year 2), SF2971, or SF2935 should be chosen.

The course SF2972 is next time given spring-19.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
SF2942 Portfolio Theory and Risk Management 7.5 hp 7.5
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
SF2980 Risk Management 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0
SF2943 Time Series Analysis 7.5 hp 7.5

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
SF2935 Modern Methods of Statistical Learning 7.5 hp 7.5
SF2971 Martingales and Stochastic Integrals 7.5 hp 7.5
SF2972 Game Theory The course SF2972 is next time given spring-19. 7.5 hp 7.5
SF2955 Computer Intensive Methods in Mathematical Statistics 7.5 hp 7.5

Track, Human-Computer Interaction (HCIE)

Courses (HCIE)

THE SPECIALISATION HUMAN-COMPUTER INTERACTION IS DORMANT FOR STUDENTS ADMITTED AUTUMN-18

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

Track, Sustainable Power Generation (HKPA)

Courses (HKPA)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

At least one of the conditionally elective courses MJ2437, MJ2411, MJ2438, EG2220, EG2210 or ME2087 should be chosen.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MJ2405 Sustainable Power Generation 9.0 hp 4.5 4.5
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0
MJ2141 Energy Systems, Models and Scenarios 9.0 hp 4.5 4.5

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
MJ2411 Renewable Energy Technology 6.0 hp 3.0 3.0
EG2210 Electricity Market Analysis 7.5 hp 7.5
EG2220 Power Generation, Environment and Markets 7.5 hp 7.5
ME2087 Energy Business 6.0 hp 6.0
MJ2438 Modeling of Energy Systems - Heat and Power Generation 6.0 hp 6.0

Track, Interaction and Visualization (IAVN)

Courses (IAVN)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

New track as from autumn 2018

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2380 Artificial Intelligence 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 6.0 hp 6.0
DH2628 Interaction Design Methods 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
DH2400 Physical Interaction Design and Realization 7.5 hp 7.5
DT2140 Multimodal Interaction and Interfaces 7.5 hp 7.5
DT2112 Speech Technology 7.5 hp 7.5
DT2300 Sound in Interaction 7.5 hp 7.5
DH2642 Interaction Programming and the Dynamic Web 7.5 hp 4.5 3.0
DH2323 Computer Graphics and Interaction 6.0 hp 6.0
DH2670 Haptics, Tactile and Tangible Interaction 7.5 hp 7.5
DT2213 Musical Communication and Music Technology 7.5 hp 7.5

Recommended courses

Course code and name Appl.code Scope P1 P2 P3 P4
DH2408 Evaluation Methods in Human-Computer Interaction Compulsory within Master degree in Computer Science 6.0 hp 6.0
DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science 6.0 hp 6.0

Track, Integrated Production Engineering (IPIB)

Courses (IPIB)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

One of the conditionally elective courses MG2020 or MG2040 must be chosen.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
MG2029 Production Engineering - Planning and Control 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MG2028 CAD and Other IT Tools in Industrial Processes 6.0 hp 1.5 4.5
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
MG2020 Modularisation of Products * One of the courses MG2020 or MG2040 must be chosen. 6.0 hp 6.0
MG2040 Assembly Technology * One of the courses MG2020 or MG2040 must be chosen. 6.0 hp 6.0

Track, Machine Learning (MAIG)

Courses (MAIG)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

Track Machine Learning is a new track for students admitted to TIEMM as from autumn 2018

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2380 Artificial Intelligence 6.0 hp 6.0
DD2421 Machine Learning 7.5 hp 7.5
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 6.0 hp 6.0
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2410 Introduction to Robotics *2 7.5 hp 7.5
DD2429 Computational Photography *2 6.0 hp 6.0
EQ2340 Pattern Recognition *1 7.5 hp 7.5
DD2423 Image Analysis and Computer Vision *2 7.5 hp 7.5
DD2434 Machine Learning, Advanced Course *1 7.5 hp 7.5
DD2447 Statistical Methods in Applied Computer Science *1 6.0 hp 6.0
EL2320 Applied Estimation *1 7.5 hp 7.5
DD2437 Artificial Neural Networks and Deep Architectures *1 7.5 hp 7.5
DT2112 Speech Technology *2 7.5 hp 7.5
DD2476 Search Engines and Information Retrieval Systems *2 9.0 hp 6.0 3.0
DD2424 Deep Learning in Data Science *1 7.5 hp 7.5
DT2119 Speech and Speaker Recognition *2 7.5 hp 7.5

Recommended courses

Course code and name Appl.code Scope P1 P2 P3 P4
DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science 6.0 hp 6.0

Track, Mechatronics Product Development (MPUA)

Courses (MPUA)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

A new course, MF2103 shall be attended in period 3

The course MF2079 can replace MF2050, which starts year 2.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
MF2030 Mechatronics basic Course 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
MF2007 Dynamics and Motion Control 9.0 hp 9.0
MF2103 Embedded Systems for Mechatronics 9.0 hp 9.0
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
MF2079 Mechatronics, Business and Management, extended course MF2079 can replace MF2050 which starts year 2 18.0 hp 3.0

Track, Optimization and Systems Theory (OSYT)

Courses (OSYT)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM

At least two of the conditionally elective courses SF2822, SF2842, SF2852, SF2935 and SF2942 should be chosen.

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
SF2832 Mathematical Systems Theory 7.5 hp 7.5
SF2812 Applied Linear Optimization 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
SF2852 Optimal Control Theory 7.5 hp 7.5
SF2935 Modern Methods of Statistical Learning 7.5 hp 7.5
SF2942 Portfolio Theory and Risk Management 7.5 hp 7.5
SF2842 Geometric Control Theory 7.5 hp 7.5
SF2822 Applied Nonlinear Optimization 7.5 hp 7.5

Track, Software Engineering (PUET)

Courses (PUET)

Studies on advanced level, year 4 and 5, within the MSc in Engineering programme Industrial Engineering and Management takes place within framework of the Master program Industrial Engineering and Management - TIEMM.

Track Software Engineering is a new track for students admitted to TIEMM as from autumn 2018

Mandatory courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2380 Artificial Intelligence 6.0 hp 6.0
ME2311 Leadership and Organizational Change 6.0 hp 3.0 3.0
DD2395 Computer Security CINEK students chose DD1389 instead if DD2395 was attended year 3 6.0 hp 6.0
DD2480 Software Engineering Fundamentals 7.5 hp 7.5
ME2312 Advanced Studies in Industrial Economics and Management 12.0 hp 6.0 6.0

Conditionally elective courses

Course code and name Appl.code Scope P1 P2 P3 P4
DD2496 Privacy Enhancing Technologies *2 7.5 hp 7.5
IK2218 Protocols and Principles of the Internet *1 6.0 hp 6.0
DD2350 Algorithms, Data Structures and Complexity *1 9.5 hp 6.0 3.5
DD2440 Advanced Algorithms *1 6.0 hp 1.5 4.5
DD2487 Large-Scale Software Development *2 7.5 hp 7.5
DD2459 Software Reliability *1 7.5 hp 7.5
DD2448 Foundations of Cryptography *2 7.5 hp 3.0 4.5
DH2642 Interaction Programming and the Dynamic Web *2 7.5 hp 4.5 3.0
DD2460 Software Safety and Security *2 7.5 hp 7.5
DD2481 Principles of Programming Languages *2 7.5 hp 7.5

Recommended courses

Course code and name Appl.code Scope P1 P2 P3 P4
DH2320 Introduction to Visualization and Computer Graphics Compulsory within Master degree in Computer Science 6.0 hp 6.0