Specialisation in Areas of Data Science (34 ECTS)

SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040158 KU [ en ] Advanced Operations Research (MA)
• 040222 SE [ en ] Seminar in Statistics for Master Studies
• 040694 UK ( REMOTE ) Nonparametric Inference and Resampling (MA)
• 040968 UK [ en ] Graph Algorithms and Network Flows (MA)
• 040972 UK [ en ] Probabiltiy Theory 2 (MA)
• 040973 UK Multivariate Time Series Analysis (MA)
• 040974 UK [ en ] ( REMOTE ) Methods of Decision Support (MA)
• 052100 VU [ en ] Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052113 VU [ en ] Software Tools for Computational and Data Science
• 052114 VU [ en ] Distributed and Parallel Algorithms
• 052400 VU [ en ] ( MIXED ) Information Management & Systems Engineering
• 052500 VU [ en ] Distributed 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
• 052813 VU [ en ] Scientific Data Management
• 053020 VU [ en ] Advanced Software Engineering
• 136041 SE [ en ] Topics in Deep Learning and Natural Language Processing
• 250042 VU [ en ] Mathematics of Machine Learning
• 250078 VO [ en ] Advanced numerical analysis
• 250115 VO [ en ] Dynamical Systems and Nonlinear Differential Equations
• 250123 VU [ en ] Image Processing
• 250124 VO [ en ] Graph Algorithms and Machine Learning
• 250126 VO [ en ] Mathematical ecology and pattern formation
• 280352 VU [ en ] Climate Data Analysis

Applications

• 040121 UK [ en ] Applied Econometrics 1
• 040217 KU [ en ] Data Analysis on Organization and Personnel (MA)
• 040331 KU [ en ] Empirical Methods in Decision Sciences (MA)
• 040893 KU [ en ] Supply Chain Management (MA)
• 040975 UK Biometrics 1 (MA)
• 040977 SE [ en ] ( REMOTE ) Seminar in Empirical Finance and Financial Econometrics (MA)
• 052113 VU [ en ] Software Tools for Computational and Data Science
• 052213 VU [ en ] Image Synthesis
• 052315 VU [ en ] Natural Language Processing
• 052611 VU [ en ] Multimedia Content Management
• 053520 VU [ en ] Algorithmic bioinformatics
• 053521 VU [ en ] Bioinformatics of sequences and structures
• 136020 VO [ de en ] Lecture Series: Introduction to Digital Humanities
• 136021 UE Reading Course for the Lecture Series (Digital Humanities)
• 142042 VO [ en ] A Global History of Drugs in Modern South Asia
• 180007 VO [ en ] Introduction to Cognitive Psychology
• 270034 PR Practical Course Bioinformatics of Nucleic Acids
• 270037 VU Chemical Informatics
• 270040 PR Practical Course: Computersimulation of Biopolymeres
• 270054 VO Bioinformatics of Nucleic Acids
• 270117 VO [ en ] Modern Quantum Chemistry
• 270190 VU [ en ] Introduction to metabolic modelling
• 270194 VU *omics Integration
• 270237 PR [ de en ] Research Example from Theoretical Chemistry
• 270275 VO Computer Simulation of Biopolymeres
• 280351 VU [ en ] Climate Modelling Lab
• 300026 SE [ en ] Computational methods in microbial ecology
• 301186 VO [ en ] Structural Bioinformatics II
• 340104 VO [ en ] Machine translation