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

Table with courses 

Module Handbook

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)

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