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
October 1st, 2019

General Structure of the Study Programme

  • Mandatory 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

Mandatory Courses and Practical Work:

  • Foundations of Mathematical and Statistical Methods in Data Science (10 CP)
  • Advanced Programming and Algorithms (10 CP)
  • Machine Learning (10 CP)
  • Deep Learning (5 CP)
  • Interdisciplinary Lecture Series (5 CP)
  • Lab rotation I (10 CP)
  • Lab rotation II (10 CP)
  • Master Thesis (30 CP)

Examples of Elective Courses:

  • Optimization Algorithms (5 CP)
  • Philosophy of Intelligence (5 CP)
  • Reinforcement Learning (5 CP)
  • Deep Generative Models and Sampling Methods (5 CP)
  • Data Visualisation (5 CP)
  • Logic Programming (5 CP)
  • Relational Databases and Data Analysis (5 CP Wahlmodul)
  • Natural Language Processing (5 CP)
  • Machine Translation and Sentiment Analysis (5 CP)
  • Legal issues of Artificial Intelligence (5 CP)
  • Data & Knowledge Engineering (5 CP)
  • Advances in Data Science (5 CP)
  • Neuroimaging and precision medicine (5 CP)
  • Algorithmic Game Theory (5 CP)
  • Numerical Methods for Data Science (5 CP)
  • Causality (5 CP)
  • Markov Chains (5 CP)
  • Statistical Learning (5 CP)

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