Master Data Science (645 [1])

CORE Modules (30 ECTS)

Module IML Introduction to Machine Learning (6 ECTS)

Module SDS Statistics for Data Science (6 ECTS)

Module MDS Mathematics of Data Science (4 ECTS)

Module OMD Optimisation Methods for Data Science (4 ECTS)

Module MMD Mining Massive Data (6 ECTS)

• 053621 VU [ en ] Mining Massive Data

Module VED Visual and Exploratory Data Analysis (4 ECTS)

• 053622 VU [ en ] Visual and Exploratory Data Analysis

Doing Data Science, Ethical and Legal Issues (28 ECTS)

Module DEL Doing Data Science, Ethical and Legal Issues (12 ECTS)

• 040309 VU [ en ] ( MIXED ) Doing Data Science (MA)
• 053620 VU [ en ] ( REMOTE ) Data Ethics and Legal Issues

Module DAP Data Analysis Project and Seminar (16 ECTS)

• 053631 LP [ en ] Data Analysis Project
• 136033 SE [ en ] ( MIXED ) Linked data in the Humanities

Specialisation in Areas of Data Science (34 ECTS)

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

Foundations

• 040222 SE [ en ] Seminar in Statistics for Master Studies
• 040972 UK [ de en ] Probabiltiy Theory 2
• 040973 UK Multivariate Time Series Analysis
• 040974 UK [ en ] ( REMOTE ) Methods of Decision Support
• 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 ] ( REMOTE ) Distributed and Parallel Algorithms
• 052400 VU [ en ] ( MIXED ) 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
• 052813 VU [ en ] Scientific Data Management
• 136041 SE [ en ] Topics in Deep Learning and Natural Language Processing
• 250031 VU [ en ] Modelling Interacting Particle Systems in Science
• 250039 VO [ en ] ( REMOTE ) Artificial Intelligence
• 250078 VO [ en ] Advanced numerical analysis
• 250110 VO [ en ] Introduction to Reinforcement Learning

Applications

• 040975 UK Biometrics 1
• 052113 VU [ en ] Software Tools for Computational and Data Science
• 052315 VU [ en ] ( REMOTE ) Natural Language Processing
• 052611 VU [ en ] ( MIXED ) Multimedia Content Management
• 053520 VU [ en ] ( MIXED ) Algorithmic bioinformatics
• 053521 VU [ en ] ( MIXED ) Bioinformatics of sequences and structures
• 136020 VO [ de en ] Lecture Series: Introduction to Digital Humanities
• 136021 UE ( MIXED ) Reading Course for the Lecture Series (Digital Humanities)
• 180007 VO [ en ] Introduction to Cognitive Psychology
• 269019 VO [ en ] Computational Concepts in Chemistry II
• 269020 VO [ en ] Computational Concepts in Biology II
• 270007 SE Current Aspects of Environmental and Radio Chemistry
• 270028 SE+UE Research examples in theoretical materials chemistry, polymer science and characterisation
• 270034 PR Computer Course for Bioinformatics of Nucleic Acids
• 270037 VO Cheminformatics
• 270038 UE Computer Course for Cheminformatics
• 270054 VO Bioinformatics of Nucleic Acids
• 270089 UE [ de en ] Research Examples from Theoretical Chemistry
• 270117 VO [ en ] Modern Quantum Chemistry
• 270127 VU [ en ] Introduction to metabolic modelling
• 270135 VU *omics Integration
• 270164 VO Bioinformatic Strategies for Data Evaluation
• 270274 UE Computer laboratory: Computersimulation of Biopolymeres
• 270275 VO Computer Simulation of Biopolymeres
• 300026 SE [ en ] Computational methods in microbial ecology
• 301186 VO [ en ] Structural Bioinformatics II

Master's Seminar (2 ECTS)

Module MAS Masterseminar (2 ECTS)

• 053640 SE [ en ] Master's Seminar