The following is a list of courses at KTH about AI topics or having auxilliary relevance. It is not a complete representation, but gives a fair idea of what's available at a masters level.
We have also listed a few preliminary courses at the bottom. These are typically included in an engineering bachelors' programme at KTH. These are often considered prerequisites, and you will have a hard time completing the below courses without any equivalents. There may be other specific prerequisites listed on each course page.
AI & Machine Learning
- DD2380 Artificial Intelligence
- DD2421 Machine Learning
- DD2434 Machine Learning, Advanced Course
- DD2437 Artificial Neural Networks and Deep Architectures
- DD2424 Deep Learning in Data Science
- EL2805 Reinforcement Learning
- EQ2341 Pattern Recognition and Machine Learning
Applications of Machine Learning
Speech & Text
Image Processing and Computer vision
- DD2423 Image Analysis and Computer Vision
- DD2429 Computational Photography
- EQ2425 Analysis and Search of Visual Data
Databases
Robotics
- DD2410 Introduction to Robotics
- DD2438 Artificial Intelligence and Multi Agent Systems
- DD2419 Project Course in Robotics and Autonomous Systems
Data Science
Data Engineering
Statistics and Computer Science
- DD2420 Probabilistic Graphical Models
- SF2940 Probability Theory
- DD2447 Statistical Methods in Applied Computer Science
- EL2320 Applied Estimation
Mathematics
Other
- DD2401 Neuroscience
- DD2435 Mathematical Modelling of Biological Systems
- DD2411 Research project in Robotics, Perception and Learning
- ID2213 Logic Programming
- DT2470 Music Informatics
- DD2257 Visualization
- DD1388 Program System Construction Using C++