Specialisation in Areas of Data Science (34 ECTS)

Module SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040973 UK ( REMOTE ) Multivariate Time Series Analysis
• 040974 UK [ en ] ( REMOTE ) Methods of Decision Support
• 052100 VU [ en ] ( ON-SITE ) Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052400 VU [ en ] Information Management & Systems Engineering
• 052600 VU [ en ] Signal and Image Processing
• 052800 VU [ en ] Parallel Computing
• 052811 VU [ en ] Program Optimisations and Runtime Systems
• 052812 VU [ en ] High Performance Computing
• 136041 SE [ de en ] Weakly Supervised Machine Learning
• 250041 VO [ en ] Low-rank tensors and the data-driven solution of PDEs
• 250074 VO [ en ] Deep Learning

Applications

• 040975 UK ( REMOTE ) Biometrics 1
• 052315 VU [ en ] Natural Language Processing
• 053520 VU [ en ] Algorithmic bioinformatics
• 053521 VU [ en ] Bioinformatics of sequences and structures
• 070116 PS [ en ] ( MIXED ) Proseminar - Digital Medievalisms: Game Design and Digital Humanities
• 180007 VO [ en ] ( REMOTE ) Introduction to Cognitive Psychology
• 200076 SE [ en ] ( REMOTE ) Advanced Seminar: Mind and Brain - Fundamental Topics in Cognitive Science + Colloquium
• 269019 VO [ en ] Computational Concepts in Chemistry II
• 270028 SE+UE Research examples in theoretical materials chemistry, polymer science and characterisation
• 270037 VO Cheminformatics
• 270038 UE Computer Course for Cheminformatics
• 270089 UE [ de en ] Research Examples from Theoretical Chemistry
• 270117 VO [ en ] Modern Quantum Chemistry
• 270164 VO Bioinformatic Strategies for Data Evaluation