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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 KU Stochastic Processes 1: Markov Chains (KU) (MA)
- 040723 UK Financial and Insurance Mathematics (MA)
- 040770 KU [ de en ] Probabiltiy Theory 1 (KU) (MA)
- 040771 KU Case Studies in Statistics (KU) (MA)
- 040772 KU [ en ] Complex Statistical Methods (KU) (MA)
- 052100 VU [ en ] Algorithms and Data Structures 2
- 052101 VU [ en ] Numerical Algorithms
- 052111 VU [ en ] Advanced Algorithms
- 052112 VU [ en ] Numerical High Performance Algorithms
- 052311 VU [ en ] Data Mining
- 052316 VU [ en ] Deep Learning for Natural Language Processing
- 052322 VU [ en ] Graph Learning: Deep Learning for Graphs
- 052324 VU [ en ] Graph Learning: Kernel Methods for Graphs
- 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 ] Explainability for LLMs
- 250010 VO [ en ] Nonlinear Optimization
- 250042 VO [ en ] Stochastic Processes
- 250063 PS [ en ] Stochastic Processes
- 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)
- 040661 SE [ en ] Seminar on Supply Chain Management (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
- 070237 UE [ en ] Reading Course Digital Humanities - Theory and Concepts in the Digital Humanities
- 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
- 270155 VO [ en ] Modern Quantum Chemistry
- 270237 PR [ de en ] Research Example from Theoretical Chemistry
- 290704 VO [ en ] Spatial Data Science and GeoCommunication
- 311169 SE [ en ] Applied Machine Learning for biological problems
- 311530 SE [ en ] Functional annotation of microbial protein sequences
- 340320 VO [ en ] Machine translation
Last modified: Fr 26.06.2026 00:59