SAD Specialisation in Areas of Data Science (34 ECTS)
Foundations
- 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
- 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
- 059100 VO [ de en ] Machines That Understand? Large Language Models and Artificial Intelligence
- 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)
- 136041 SE [ en ] Open Source Language Models
- 250042 PS [ en ] Quantum Information, Quantum Computing, and Quantum Algorithms
- 250063 VO [ en ] Nonlinear Optimization
- 250068 VO [ en ] Stochastic processes
- 250078 VO [ en ] Quantum Information, Quantum Computing, and Quantum Algorithms
- 250081 VU [ en ] Tensor Methods for Data Science and Scientific Computing
- 250107 PS [ en ] Stochastic Processes
- 250116 VO [ en ] Introduction to complex network analysis
- 250117 PS [ en ] Introduction to complex network analysis
- 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
- 070049 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
- 270237 PR [ de en ] Research Example from Theoretical Chemistry
- 340320 VO [ en ] Machine translation
Last modified: Fr 10.01.2025 00:43
(1) Participation in courses from other studies is subject to availability.
(2) Possible participation requirements (prerequisites) from other curricula apply.
(3) Not all courses are offered in English. Please note the information on the language of instruction in the course description (Details).