Specialisation in Areas of Data Science (34 ECTS)
Please note the instructions for the SAD module
SAD Specialisation in Areas of Data Science (34 ECTS)
Foundations
- 040556 VO Markov Processes (MA)
- 040559 UE Exercises in Markov Processes (MA)
- 040721 UK [ en ] Selected Topics in Statistics (MA)
- 040723 UK ( MIXED ) Financial and Insurance Mathematics (MA)
- 040770 UK [ de en ] Probabiltiy Theory 1 (MA)
- 040771 UK Case Studies in Statistics (MA)
- 040772 UK [ en ] Complex Statistical Methods (MA)
- 052100 VU [ en ] Algorithms and Data Structures 2
- 052101 VU [ en ] Numerical Algorithms
- 052111 VU [ en ] Advanced Algorithms
- 052311 VU [ en ] Data Mining
- 052316 VU [ en ] Deep Learning for Natural Language Processing
- 052322 VU [ en ] Graph Learning
- 052400 VU [ en ] Information Management & Systems Engineering
- 052600 VU [ en ] Signal and Image Processing
- 052617 VU [ en ] Image Processing and Image Analysis
- 052800 VU [ en ] Parallel Computing
- 136041 SE [ en ] ( ON-SITE ) Explainability for LLMs
- 250010 VO [ en ] Nonlinear Optimization
- 250042 VO [ en ] Stochastic Processes
- 250063 PS [ en ] Stochastic Processes
- 250074 VO [ en ] Introduction to complex network analysis
- 250084 PS [ en ] Introduction to complex network analysis
- 250121 VO [ en ] Quantum Information, Quantum Computing, and Quantum Algorithms
- 250122 PS [ en ] Quantum Information, Quantum Computing, and Quantum Algorithms
- 260115 VU [ en ] Complex Systems I: Foundations, Concepts and Phenomena
- 262001 VO [ en ] Numerical Mathematics 1
- 262002 UE [ en ] Numerical Mathematics 1 - Exercises
- 280354 VU [ en ] Modelling and Data Analysis
Applications
- 040045 KU [ en ] Econometrics in Finance (MA)
- 040215 KU [ en ] Supply Chain Management (MA)
- 040448 PR [ en ] Performance Analysis (MA)
- 040626 KU ( REMOTE ) Game Theory (MA)
- 040775 UK Biometrics 2 (MA)
- 052315 VU [ en ] Natural Language Processing
- 052412 VU [ en ] Business Intelligence II
- 052511 VU [ en ] Cloud Computing
- 053530 VU [ de en ] Statistical methods in bioinformatics
- 070036 UE [ en ] Reading Course Digital Humanities - Theory and Concepts in the Digital Humanities
- 180147 SE [ en ] Introduction to Cognitive Science I
- 180150 VO [ en ] MEi:CogSci Cognitive Science Lecture Series
- 180160 SE [ en ] New Trends in Cognitive Science - Predictive Processing and Active Inference
- 180161 SE [ en ] MEi:CogSci Journal Club
- 200144 SE [ en ] Seminar in Applied Psychology: Mind and Brain - Introduction to Scientific Computing in Social Sciences
- 262003 VO [ en ] Introduction to Computational Meteorology
- 262005 VO [ en ] Introduction to Computational Biology and Drug Discovery
- 262006 UE [ en ] Introduction to Computational Biology and Drug Discovery - Exercises
- 270237 PR [ de en ] Research Example from Theoretical Chemistry
- 290051 VO Climate Change: Bio-Physical and Social Fundamentals
- 301169 SE [ en ] Applied Machine Learning for biological problems
- 340320 VO [ en ] Machine translation
Last modified: Th 15.01.2026 00:54