Study year 2

Master's Programme, ICT Innovation, 120 credits (TIVNM), Programme syllabus for studies starting in autumn 2018

The following courses are part of study year two.

The course application codes and study periods are valid for the academic year 2019/2020. For other academic years, different application codes and study periods may apply.

General

General courses

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Specialisations

Autonomous Systems EIT (AUSM)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0
ID2223 Scalable Machine Learning and Deep Learning 50248 7.5 7.5

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50647 7.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
60339 7.5

Optional Appl.code cr. Study period
 1   2   3   4 
IL2206 Embedded Systems 50575 7.5
EL2820 Modelling of Dynamical Systems 50050 7.5 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 50653 7.5
DD2380 Artificial Intelligence 60740 6.0
EL2320 Applied Estimation 50228 7.5 7.5

Autonomous Systems KTH (AUSY)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0
ID2223 Scalable Machine Learning and Deep Learning 50248 7.5 7.5

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, DH2610, AK2036 shall be choosen
50647 7.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, DH2610, AK2036 shall be choosen
60339 7.5

Optional Appl.code cr. Study period
 1   2   3   4 
IL2206 Embedded Systems 50575 7.5
EL2820 Modelling of Dynamical Systems 50050 7.5 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 50653 7.5
DD2380 Artificial Intelligence 60740 6.0
EL2320 Applied Estimation 50228 7.5 7.5

Cloud Computing and Services EIT (DAMO)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
DD2421 Machine Learning 50912 7.5 7.5
ID2207 Modern Methods in Software Engineering 50590 7.5 7.5
ID2221 Data-Intensive Computing 50720 7.5 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 50586 7.5 7.5
ID2222 Data Mining 50243 7.5 7.5
ID2223 Scalable Machine Learning and Deep Learning 50248 7.5 7.5

Data Science EIT (DASC)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ID2221 Data-Intensive Computing 50720 7.5 7.5
ME2096 ICT Innovation Study Project 50583 6.0 6.0
ID2222 Data Mining 50243 7.5 7.5

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50647 7.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
60339 7.5

Optional Appl.code cr. Study period
 1   2   3   4 
ID2225 Learning Machines 51269 7.5
DD2423 Image Analysis and Computer Vision 50235 7.5 7.5
ID2223 Scalable Machine Learning and Deep Learning 50248 7.5 7.5
DD2380 Artificial Intelligence 60113 6.0 6.0
DD2418 Language Engineering 60111 6.0 6.0

Data Science KTH (DASE)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ID2221 Data-Intensive Computing 50720 7.5 7.5
ME2096 ICT Innovation Study Project 50583 6.0 6.0
ID2222 Data Mining 50243 7.5 7.5

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50647 7.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
60339 7.5

Optional Appl.code cr. Study period
 1   2   3   4 
ID2225 Learning Machines 51269 7.5
DD2423 Image Analysis and Computer Vision 50235 7.5 7.5
ID2223 Scalable Machine Learning and Deep Learning 50248 7.5 7.5
DD2380 Artificial Intelligence 60113 6.0 6.0
DD2418 Language Engineering 60111 6.0 6.0

Digital Media Technology EIT (DMTE)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
EQ2330 Image and Video Processing 50943 7.5 7.5
EQ2310 Digital Communications 50222 9.0 8.5 0.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
EQ2415 Machine Learning and Data Science 50696 7.5 7.5
EQ2425 Analysis and Search of Visual Data 50409 7.5 7.5
EQ2300 Digital Signal Processing 50928 7.5 7.5
EQ2321 Speech and Audio Processing 60301 7.5 7.5
EQ2401 Adaptive Signal Processing 60341 7.5 7.5
EQ2411 Advanced Digital Communications 60675 7.5 7.5
EQ2461 Seminars in Information and Network Engineering 60673 3.0 1.5 1.5
DD2429 Computational Photography 6.0

Digital Media Technology KTH (DMTK)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
EQ2330 Image and Video Processing 50943 7.5 7.5
EQ2310 Digital Communications 50222 9.0 8.5 0.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
EQ2415 Machine Learning and Data Science 50696 7.5 7.5
EQ2425 Analysis and Search of Visual Data 50409 7.5 7.5
EQ2300 Digital Signal Processing 50928 7.5 7.5
EQ2321 Speech and Audio Processing 60301 7.5 7.5
EQ2401 Adaptive Signal Processing 60341 7.5 7.5
EQ2411 Advanced Digital Communications 60675 7.5 7.5
EQ2461 Seminars in Information and Network Engineering 60673 3.0 1.5 1.5
DD2429 Computational Photography 6.0

Human Computer Interaction and Design EIT (HCID)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0
DH2400 Physical Interaction Design and Realization 60161 7.5 7.5
ID2216 Developing Mobile Applications 60221 7.5 7.5

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
DT2140 Multimodal Interaction and Interfaces 50852 7.5 7.5
IK2560 Mobile Networks and Services 50949 7.5 7.5
DH2670 Haptics, Tactile and Tangible Interaction 60530 7.5 7.5
ID2012 Ubiquitous Computing 60181 7.5 7.5
II2302 Sensor Based Systems 7.5

Human Computer Interaction and Design KTH (HCIN)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0
DH2400 Physical Interaction Design and Realization 60161 7.5 7.5
ID2216 Developing Mobile Applications 60221 7.5 7.5

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
DT2140 Multimodal Interaction and Interfaces 50852 7.5 7.5
IK2560 Mobile Networks and Services 50949 7.5 7.5
DH2670 Haptics, Tactile and Tangible Interaction 60530 7.5 7.5
ID2012 Ubiquitous Computing 60181 7.5 7.5
II2302 Sensor Based Systems 7.5

Embedded Systems KTH (INSM)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0
IL2203 Digital Design and Validation using Hardware Description Languages 9.0

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
II2300 Product Realization Processes I 7.5
II2302 Sensor Based Systems 7.5
IL2225 Embedded Hardware Design in ASIC and FPGA 7.5
IL2230 Hardware Architectures for Deep Learning 7.5
IL2236 Embedded Many-Core Architectures 7.5
IL2452 System Design Languages 7.5
IS2500 RFID Systems 7.5

Embedded Systems EIT (INSY)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0
IL2203 Digital Design and Validation using Hardware Description Languages 9.0

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50647 7.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
IL2225 Embedded Hardware Design in ASIC and FPGA 50409 7.5
II2302 Sensor Based Systems 60608 7.5
II2300 Product Realization Processes I 7.5
IL2230 Hardware Architectures for Deep Learning 7.5
IL2236 Embedded Many-Core Architectures 7.5
IL2452 System Design Languages 7.5
IS2500 RFID Systems 7.5

Internet Technology and Architecture EIT (ITAK)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0
IK2200 Communication System Design 50855 15.0 7.5 7.5

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
EP2300 Management of Networks and Networked Systems 51243 7.5 7.5
EP2510 Advanced Networked Systems Security 50246 7.5 7.5
IK2206 Internet Security and Privacy 50889 7.5 7.5
EP2520 Building Networked Systems Security 60127 7.5 7.5
EQ2461 Seminars in Information and Network Engineering 60673 3.0 1.5 1.5
EP2210 Performance Analysis of Communication Networks 7.5

Internet Technology and Architecture KTH (ITAR)

Degree project 30 credits advanced level is mandatory during the spring term.

In accordance with KTH's regulations, a mandatory course in Research Methodology and Scientific Writing 7,5 credits needs to be included. This course can be taken anytime during the studies. Currently, the following courses are offered:

  • II2202 Research Methodology and Scientific Writing 7,5 credits
  • AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science 7,5 credits
Mandatory Appl.code cr. Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 50583 6.0 6.0
IK2200 Communication System Design 50855 15.0 7.5 7.5

Conditionally elective Appl.code cr. Study period
 1   2   3   4 
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 4.0 3.5
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen
7.5

Optional Appl.code cr. Study period
 1   2   3   4 
EP2300 Management of Networks and Networked Systems 51243 7.5 7.5
EP2510 Advanced Networked Systems Security 50246 7.5 7.5
IK2206 Internet Security and Privacy 50889 7.5 7.5
EP2520 Building Networked Systems Security 60127 7.5 7.5
EQ2461 Seminars in Information and Network Engineering 60673 3.0 1.5 1.5
EP2210 Performance Analysis of Communication Networks 7.5