Master Data Science (645 [1])

CORE Modules (30 ECTS)

IML Introduction to Machine Learning (6 ECTS)

SDS Statistics for Data Science (6 ECTS)

MDS Mathematics of Data Science (4 ECTS)

OMD Optimisation Methods for Data Science (4 ECTS)

MMD Mining Massive Data (6 ECTS)

• 053621 VU [ en ] Mining Massive Data

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)

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

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

DAP Data Analysis Project and Seminar (16 ECTS)

Data Analysis Project

• 053631 LP [ en ] Data Analysis Project

Research Seminar

• 040393 SE [ en ] Research Seminar (MA)
• 136033 SE [ en ] ( MIXED ) Creating Web Experiences for the Digital Humanities

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)
• 040694 UK ( REMOTE ) Nonparametric Inference and Resampling (MA)
• 040972 UK [ en ] Probabiltiy Theory 2 (MA)
• 040973 UK [ en ] 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
• 052323 VU [ en ] Probabilistic Artificial Intelligence
• 052400 VU [ en ] 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
• 250068 VO [ en ] Introduction to Theoretical Computer Science
• 250071 PS [ en ] Advanced Numerical Analysis
• 280352 VU [ en ] Climate Data Analysis

Applications

• 040066 KU [ en ] Game Theory (MA)
• 040121 UK [ en ] Applied Econometrics 1
• 040893 KU [ en ] Supply Chain Management (MA)
• 040975 UK Biometrics 1 (MA)
• 040977 SE [ en ] Seminar in Empirical Finance and Financial Econometrics (MA)
• 052113 VU [ en ] Software Tools for Computational and Data Science
• 052200 VU [ en ] Foundations of Computer Graphics
• 052213 VU [ en ] Image Synthesis
• 052315 VU [ en ] Natural Language Processing
• 052515 VU [ en ] Patterns and Artificial Intelligence for Cloud and Cloud-Edge Continuum
• 052611 VU [ en ] Multimedia Content Management
• 053520 VU [ en ] Algorithmic bioinformatics
• 053521 VU [ en ] Bioinformatics of sequences and structures
• 059912 VU [ en ] Digital Innovation Lab
• 136020 VO [ de en ] Introduction to Digital Humanities - Lecture Series (MA)
• 136021 UE ( ON-SITE ) Reading Course for the Lecture Series (Digital Humanities)
• 160021 UE Methods of Technical Measurement in Research on Music
• 180156 VO [ en ] Introduction to Cognitive Psychology
• 200099 SE [ en ] Seminar in Applied Psychology: Mind and Brain - Introduction to Scientific Computing in Social Sciences
• 270034 PR Practical Course Bioinformatics of Nucleic Acids
• 270037 VU Chemical Informatics
• 270054 VO Bioinformatics of Nucleic Acids
• 270072 UE [ en ] Modern Quantum Chemistry - Computer Exercises
• 270109 PR Practical Course: Computersimulation of Biopolymeres
• 270117 VO [ en ] Modern Quantum Chemistry
• 270190 VU [ en ] ( MIXED ) 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
• 340104 VO [ en ] Machine translation

Master's Seminar (2 ECTS)

MAS Masterseminar (2 ECTS)

• 053640 SE [ en ] Master's Seminar