Study Programme
Study Programme
The Artificial Intelligence programme has a duration of two years and has a total size of 120 European credit points (CP)
Starting Date
Oct 2020
General Structure of the Study Programme
- Obligatory courses (40 CP): 5 courses that every student in the programme takes
- Elective courses (30 CP): 6 courses
- Lab Rotations (20 CP): 2 x 6 weeks hands-on work at research groups of your choice
- Research part (30 CP): Master thesis
Obligatory Courses and Practical Work:
- Advanced Programming and Algorithms (10 CP)
- Deep Learning (5 CP)
- Lecture Series in Data Science (5 CP)
- Machine Learning (10 CP)
- Mathematical and Statistical Foundations of Data Science (10 CP)
- Lab rotation I (10 CP)
- Lab rotation II (10 CP)
- Master Thesis (30 CP)
- Master Thesis Seminar (4 CP)
Examples of Elective Courses:
- Methods of Artificial Intelligence in Life Science (10 CP)
- Generative Models and Sampling Methods (5 CP)
- Algorithmic Game Theory (10 CP)
- Causality (5 CP)
- Computational Linguistics (5 CP)
- Relational Databases and Data Analysis (5 CP)
- Data & Knowledge Engineering (DKE) (5 CP)
- Markov Chains (5 CP)
- Neuroimaging and Precision Medicine (5 CP)
- Philosophy of Intelligence (5 CP)
- Statistical Data Analysis (5 CP)
- Statistical Learning (5 CP)
- Introduction to Logic Programming (5 CP)
- Master Seminar Advances in Data Science (2 CP)
- Natural Language Processing (5 CP)
- Numerical Methods for Data Science (5 CP)
- Introduction to Linear Optimization (5 CP)
- Reinforcement Learning (5 CP)
- Spoken Dialogue Systems (5 CP)