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 50583 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 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 50583 6.0 hp 6.0
ID2223 Scalable Machine Learning and Deep Learning 50248 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
EL2820 Modelling of Dynamical Systems 50050 7.5 hp 7.5
IL2206 Embedded Systems 50281 7.5 hp 7.5
EL2320 Applied Estimation 50228 7.5 hp 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 50586 7.5 hp 7.5
DD2380 Artificial Intelligence 60113 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 50583 6.0 hp 6.0
ID2223 Scalable Machine Learning and Deep Learning 50248 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, DH2610, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
EL2820 Modelling of Dynamical Systems 50050 7.5 hp 7.5
IL2206 Embedded Systems 50281 7.5 hp 7.5
EL2320 Applied Estimation 50228 7.5 hp 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 50586 7.5 hp 7.5
DD2380 Artificial Intelligence 60113 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 50583 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2421 Machine Learning 50912 7.5 hp 7.5
ID2207 Modern Methods in Software Engineering 50590 7.5 hp 7.5
ID2221 Data-Intensive Computing 50720 7.5 hp 7.5
ID2209 Distributed Artificial Intelligence and Intelligent Agents 50586 7.5 hp 7.5
ID2222 Data Mining 50243 7.5 hp 7.5
ID2223 Scalable Machine Learning and Deep Learning 50248 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 50720 7.5 hp 7.5
ME2096 ICT Innovation Study Project 50583 6.0 hp 6.0
ID2222 Data Mining 50243 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2423 Image Analysis and Computer Vision 50235 7.5 hp 7.5
ID2223 Scalable Machine Learning and Deep Learning 50248 7.5 hp 7.5
ID2225 Learning Machines 50729 7.5 hp 7.5
DD2380 Artificial Intelligence 60113 6.0 hp 6.0
DD2418 Language Engineering 60111 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 50720 7.5 hp 7.5
ME2096 ICT Innovation Study Project 50583 6.0 hp 6.0
ID2222 Data Mining 50243 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2423 Image Analysis and Computer Vision 50235 7.5 hp 7.5
ID2223 Scalable Machine Learning and Deep Learning 50248 7.5 hp 7.5
ID2225 Learning Machines 50729 7.5 hp 7.5
DD2380 Artificial Intelligence 60113 6.0 hp 6.0
DD2418 Language Engineering 60111 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 50583 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
EQ2330 Image and Video Processing 50943 7.5 hp 7.5
EQ2310 Digital Communications 50222 9.0 hp 8.5 0.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2429 Computational Photography 50226 6.0 hp 6.0
EQ2415 Machine Learning and Data Science 50696 7.5 hp 7.5
EQ2425 Analysis and Search of Visual Data 50409 7.5 hp 7.5
EQ2300 Digital Signal Processing 50928 7.5 hp 7.5
EQ2321 Speech and Audio Processing 60301 7.5 hp 7.5
EQ2401 Adaptive Signal Processing 60341 7.5 hp 7.5
EQ2411 Advanced Digital Communications 60675 7.5 hp 7.5
EQ2461 Seminars in Information and Network Engineering 60673 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 50583 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
EQ2330 Image and Video Processing 50943 7.5 hp 7.5
EQ2310 Digital Communications 50222 9.0 hp 8.5 0.5
Optional Appl.code Scope Study period
 1   2   3   4 
DD2429 Computational Photography 50226 6.0 hp 6.0
EQ2415 Machine Learning and Data Science 50696 7.5 hp 7.5
EQ2425 Analysis and Search of Visual Data 50409 7.5 hp 7.5
EQ2300 Digital Signal Processing 50928 7.5 hp 7.5
EQ2321 Speech and Audio Processing 60301 7.5 hp 7.5
EQ2401 Adaptive Signal Processing 60341 7.5 hp 7.5
EQ2411 Advanced Digital Communications 60675 7.5 hp 7.5
EQ2461 Seminars in Information and Network Engineering 60673 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 51042 7.5 hp 7.5
ME2096 ICT Innovation Study Project 50583 6.0 hp 6.0
ID2216 Developing Mobile Applications 51351 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DT2140 Multimodal Interaction and Interfaces 50852 7.5 hp 7.5
IK2560 Mobile Networks and Services 50949 7.5 hp 7.5
II2302 Sensor Based Systems 60926 7.5 hp 7.5
DH2670 Haptics, Tactile and Tangible Interaction 60530 7.5 hp 7.5
ID2012 Ubiquitous Computing 60181 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 51042 7.5 hp 7.5
ME2096 ICT Innovation Study Project 50583 6.0 hp 6.0
ID2216 Developing Mobile Applications 51351 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
DT2140 Multimodal Interaction and Interfaces 50852 7.5 hp 7.5
IK2560 Mobile Networks and Services 50949 7.5 hp 7.5
II2302 Sensor Based Systems 60926 7.5 hp 7.5
DH2670 Haptics, Tactile and Tangible Interaction 60530 7.5 hp 7.5
ID2012 Ubiquitous Computing 60181 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 50583 6.0 hp 6.0
IL2203 Digital Design and Validation using Hardware Description Languages 51151 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
IS2500 RFID Systems 51073 7.5 hp 7.5
II2300 Product Realization Processes I 51187 7.5 hp 7.5
IL2225 Embedded Hardware Design in ASIC and FPGA 50135 7.5 hp 7.5
IL2230 Hardware Architectures for Deep Learning 50898 7.5 hp 7.5
II2302 Sensor Based Systems 60926 7.5 hp 7.5
IL2236 Embedded Many-Core Architectures 60927 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 50583 6.0 hp 6.0
IL2203 Digital Design and Validation using Hardware Description Languages 51151 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
IS2500 RFID Systems 51073 7.5 hp 7.5
II2300 Product Realization Processes I 51187 7.5 hp 7.5
IL2225 Embedded Hardware Design in ASIC and FPGA 50135 7.5 hp 7.5
IL2230 Hardware Architectures for Deep Learning 50898 7.5 hp 7.5
II2302 Sensor Based Systems 60926 7.5 hp 7.5
IL2236 Embedded Many-Core Architectures 60927 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 50583 6.0 hp 6.0
IK2200 Communication System Design 50855 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
EP2300 Management of Networks and Networked Systems 51243 7.5 hp 7.5
EP2510 Advanced Networked Systems Security 50246 7.5 hp 7.5
IK2206 Internet Security and Privacy 50889 7.5 hp 7.5
EP2520 Building Networked Systems Security 60127 7.5 hp 7.5
EQ2461 Seminars in Information and Network Engineering 60673 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 50583 6.0 hp 6.0
IK2200 Communication System Design 50855 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
50283 7.5 hp 7.5
II2202 Research Methodology and Scientific Writing
One of II2202, AK2036 shall be choosen
50825 7.5 hp 4.0 3.5
Optional Appl.code Scope Study period
 1   2   3   4 
EP2300 Management of Networks and Networked Systems 51243 7.5 hp 7.5
EP2510 Advanced Networked Systems Security 50246 7.5 hp 7.5
IK2206 Internet Security and Privacy 50889 7.5 hp 7.5
EP2520 Building Networked Systems Security 60127 7.5 hp 7.5
EQ2461 Seminars in Information and Network Engineering 60673 3.0 hp 1.5 1.5