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

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0

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

Specialisations

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0
ID2223 Scalable Machine Learning and Deep Learning 7.5 hp 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
EL2820 Modelling of Dynamical Systems 7.5 hp 7.5
IL2206 Embedded Systems 7.5 hp 7.5
EL2320 Applied Estimation 7.5 hp 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 7.5 hp 7.5
DD2380 Artificial Intelligence 6.0 hp 6.0

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0
ID2223 Scalable Machine Learning and Deep Learning 7.5 hp 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, DH2610, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, DH2610, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
EL2820 Modelling of Dynamical Systems 7.5 hp 7.5
IL2206 Embedded Systems 7.5 hp 7.5
EL2320 Applied Estimation 7.5 hp 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 7.5 hp 7.5
DD2380 Artificial Intelligence 6.0 hp 6.0

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2421 Machine Learning 7.5 hp 7.5
ID2207 Modern Methods in Software Engineering 7.5 hp 7.5
ID2221 Data-Intensive Computing 7.5 hp 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 7.5 hp 7.5
ID2222 Data Mining 7.5 hp 7.5
ID2223 Scalable Machine Learning and Deep Learning 7.5 hp 7.5

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 Scope Study period
 1   2   3   4 
ID2221 Data-Intensive Computing 7.5 hp 7.5
ME2096 ICT Innovation Study Project 6.0 hp 6.0
ID2222 Data Mining 7.5 hp 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2423 Image Analysis and Computer Vision 7.5 hp 7.5
ID2223 Scalable Machine Learning and Deep Learning 7.5 hp 7.5
ID2225 Learning Machines 7.5 hp 7.5
DD2380 Artificial Intelligence 6.0 hp 6.0
DD2418 Language Engineering 6.0 hp 6.0

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 Scope Study period
 1   2   3   4 
ID2221 Data-Intensive Computing 7.5 hp 7.5
ME2096 ICT Innovation Study Project 6.0 hp 6.0
ID2222 Data Mining 7.5 hp 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2423 Image Analysis and Computer Vision 7.5 hp 7.5
ID2223 Scalable Machine Learning and Deep Learning 7.5 hp 7.5
ID2225 Learning Machines 7.5 hp 7.5
DD2380 Artificial Intelligence 6.0 hp 6.0
DD2418 Language Engineering 6.0 hp 6.0

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
EQ2330 Image and Video Processing 7.5 hp 7.5
EQ2310 Digital Communications 9.0 hp 8.5 0.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2429 Computational Photography 6.0 hp 6.0
EQ2415 Machine Learning and Data Science 7.5 hp 7.5
EQ2425 Analysis and Search of Visual Data 7.5 hp 7.5
EQ2300 Digital Signal Processing 7.5 hp 7.5
EQ2321 Speech and Audio Processing 7.5 hp 7.5
EQ2401 Adaptive Signal Processing 7.5 hp 7.5
EQ2411 Advanced Digital Communications 7.5 hp 7.5
EQ2461 Seminars in Information and Network Engineering 3.0 hp 1.5 1.5

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
EQ2330 Image and Video Processing 7.5 hp 7.5
EQ2310 Digital Communications 9.0 hp 8.5 0.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2429 Computational Photography 6.0 hp 6.0
EQ2415 Machine Learning and Data Science 7.5 hp 7.5
EQ2425 Analysis and Search of Visual Data 7.5 hp 7.5
EQ2300 Digital Signal Processing 7.5 hp 7.5
EQ2321 Speech and Audio Processing 7.5 hp 7.5
EQ2401 Adaptive Signal Processing 7.5 hp 7.5
EQ2411 Advanced Digital Communications 7.5 hp 7.5
EQ2461 Seminars in Information and Network Engineering 3.0 hp 1.5 1.5

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 Scope Study period
 1   2   3   4 
DH2400 Physical Interaction Design and Realization 7.5 hp 7.5
ME2096 ICT Innovation Study Project 6.0 hp 6.0
ID2216 Developing Mobile Applications 7.5 hp 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DT2140 Multimodal Interaction and Interfaces 7.5 hp 7.5
IK2560 Mobile Networks and Services 7.5 hp 7.5
II2302 Sensor Based Systems 7.5 hp 7.5
DH2670 Haptics, Tactile and Tangible Interaction 7.5 hp 7.5
ID2012 Ubiquitous Computing 7.5 hp 7.5

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 Scope Study period
 1   2   3   4 
DH2400 Physical Interaction Design and Realization 7.5 hp 7.5
ME2096 ICT Innovation Study Project 6.0 hp 6.0
ID2216 Developing Mobile Applications 7.5 hp 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DT2140 Multimodal Interaction and Interfaces 7.5 hp 7.5
IK2560 Mobile Networks and Services 7.5 hp 7.5
II2302 Sensor Based Systems 7.5 hp 7.5
DH2670 Haptics, Tactile and Tangible Interaction 7.5 hp 7.5
ID2012 Ubiquitous Computing 7.5 hp 7.5

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0
IL2203 Digital Design and Validation using Hardware Description Languages 9.0 hp 7.5 1.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
IS2500 RFID Systems 7.5 hp 7.5
II2300 Product Realization Processes I 7.5 hp 7.5
IL2225 Embedded Hardware Design in ASIC and FPGA 7.5 hp 7.5
IL2230 Hardware Architectures for Deep Learning 7.5 hp 7.5
II2302 Sensor Based Systems 7.5 hp 7.5
IL2236 Embedded Many-Core Architectures 7.5 hp 7.5

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0
IL2203 Digital Design and Validation using Hardware Description Languages 9.0 hp 7.5 1.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
IS2500 RFID Systems 7.5 hp 7.5
II2300 Product Realization Processes I 7.5 hp 7.5
IL2225 Embedded Hardware Design in ASIC and FPGA 7.5 hp 7.5
IL2230 Hardware Architectures for Deep Learning 7.5 hp 7.5
II2302 Sensor Based Systems 7.5 hp 7.5
IL2236 Embedded Many-Core Architectures 7.5 hp 7.5

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0
IK2200 Communication System Design 15.0 hp 7.5 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
EP2300 Management of Networks and Networked Systems 7.5 hp 7.5
EP2510 Advanced Networked Systems Security 7.5 hp 7.5
IK2206 Internet Security and Privacy 7.5 hp 7.5
EP2520 Building Networked Systems Security 7.5 hp 7.5
EQ2461 Seminars in Information and Network Engineering 3.0 hp 1.5 1.5

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 Scope Study period
 1   2   3   4 
ME2096 ICT Innovation Study Project 6.0 hp 6.0
IK2200 Communication System Design 15.0 hp 7.5 7.5

Conditionally elective Appl.code Scope Study period
 1   2   3   4 
AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science)
One of II2202, AK2036 shall be choosen 		7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen 		7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
EP2300 Management of Networks and Networked Systems 7.5 hp 7.5
EP2510 Advanced Networked Systems Security 7.5 hp 7.5
IK2206 Internet Security and Privacy 7.5 hp 7.5
EP2520 Building Networked Systems Security 7.5 hp 7.5
EQ2461 Seminars in Information and Network Engineering 3.0 hp 1.5 1.5