Skip to main content
Till KTH:s startsida

Study year 2

The following courses are part of study year two.

The course application codes and study periods are valid for the academic year 2017/2018. For other academic years, different application codes and study periods may apply

General Courses

A.1.2. Common Elective Courses

Selected freely from all Second cycle courses and language courses given at KTH. First cycle courses at KTH may be taken upon permission from the Programme Director. Not more than 30 ECTS credits in total can be acquired from First cycle courses.

A student must take at least 4 courses from the grouping listed in A.2 and at least 2 courses from the grouping of courses in A.3 and A.4.

A.2 Conditionally Elective Courses - Application Domains

COMPUTER VISION:
DD2423 Image Analysis and Computer Vision, 7,5 hp,
DD2424 Deep learning in Data Science, 7,5 hp,
DD2429 Computational photography, 6 hp.

Language Processing: Speech & Text
DT2112 Speech Technology, 7,5 hp,
DT2119 Speech and Speaker Recognition, 7,5 hp.

VISUALIZATION:
DD2257 Visualization, 7,5 hp.

ROBOTICS:
DD2438 Artificial Intelligence and Multi Agent Systems, 15 hp,
DD2425 Robotics and Autonomous Systems, 9 hp.

DATABASES/INFORMATION RETRIEVAL:
DD1368 Database Technology, 6 hp,
DD2476 Search Engines and Information Retrieval Systems, 9 hp,

COMPUTATIONAL BIOLOGY:
DD2435 Mathematical Modelling of Biological Systems, 9 hp,
DD2401 Neuroscience, 7,5 hp,
DD2402 Advanced Individual Course in Computational Biology, 6 hp,
DD2404 Applied Bioinformatics, 7,5 hp.

A.3 Conditionally Elective Courses - Theory

MATHEMATICS:
EL2320 Applied Estimation, 7,5 hp,
SF1811 Optimization, 6 hp

STATISTICS & PROBABILITY:
DD2447 Statistical Methods in Applied Computer Science, 6 hp,
SF2930 Regression Analysis, 7,5 hp,
SF2943 Time Series Analysis, 7,5 hp,
SF2940 Probability theory, 7,5 hp.

MACHINE LEARNING:
EQ2340 Pattern Recognition, 7,5 hp,
DD2432 Artificial Neural Networks and Deep Architectures, 7,5 hp.

A.4 Conditionally Elective Courses - Computer Science

PARALLEL COMPUTING:
SF2568 Parallel Computations for Large- Scale Problems, 6 hp.

THEORY:
DD2352 Algorithms and Complexity, 7,5 hp.

Software Engineering:

DD1388 Program System Construction Using C++, 7,5 hp. (only in Swedish)
DH2642 Interaction Programming and the Dynamic Web 7.5 hp
ID2213 Logic Programming, 7.5 hp

Security:
DD2395 Computer security, 6 hp,
DD2448 Foundations of Cryptography, 7,5 hp.

Mandatory courses

Course code and nameAppl.codeScopeP1P2P3P4
DD2301 Program Integrating Course in Machine Learning3.0 credits0.50.5
DA221X Degree Project in Computer Science and Communication, Second CycleFor students admitted to a Master programme at CSC30.0 credits15.015.0
DA222X Degree Project in Computer Science and Communication, Second CycleEngineering students admitted to a master programme at CSC30.0 credits15.015.0
SF288X Degree Project in Optimization and Systems Theory, Second Cycle30.0 credits15.015.0
SF299X Degree Project in Mathematical Statistics, Second Cycle30.0 credits15.015.0

Conditionally elective courses

Course code and nameAppl.codeScopeP1P2P3P4
DD2257 Visualization7.5 credits7.5
DD2429 Computational Photography6.0 credits6.0
EQ2340 Pattern Recognition7.5 credits7.5
ID2213 Logic Programming7.5 credits7.5
SF2940 Probability Theory7.5 credits7.5
DD2425 Robotics and Autonomous Systems9.0 credits3.55.5
DD2435 Mathematical Modelling of Biological Systems9.0 credits6.03.0
DD2404 Applied Bioinformatics7.5 credits7.5
DD2418 Language Engineering6.0 credits6.0
DD2423 Image Analysis and Computer Vision7.5 credits7.5
DD2447 Statistical Methods in Applied Computer Science6.0 credits6.0
EL2320 Applied Estimation7.5 credits7.5
SF1811 Optimization6.0 credits6.0
DD2437 Artificial Neural Networks and Deep Architectures7.5 credits7.5
DT2112 Speech Technology7.5 credits7.5
SF2930 Regression Analysis7.5 credits7.5
DD1388 Program System Construction Using C++Given in Swedish7.5 credits4.03.5
DD2352 Algorithms and Complexity7.5 credits4.53.0
DD2402 Advanced Individual Course in Computational Biology6.0 credits3.03.0
DD2438 Artificial Intelligence and Multi Agent Systems15.0 credits7.08.0
DD2476 Search Engines and Information Retrieval Systems9.0 credits6.03.0
DH2642 Interaction Programming and the Dynamic Web7.5 credits4.53.0
SF2568 Parallel Computations for Large- Scale Problems7.5 credits3.04.5
DD2401 Neuroscience7.5 credits7.5
DD2424 Deep Learning in Data Science7.5 credits7.5
DT2119 Speech and Speaker Recognition7.5 credits7.5
SF2943 Time Series Analysis7.5 credits7.5
DD1368 Database Technology6.0 credits