Master Data Science (645 [1])

CORE Module (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)

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

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

• 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

• 136033 SE [ en ] 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

• 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 ] 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

Applications

• 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
• 052611 VU [ en ] Multimedia Content Management
• 059912 VU [ en ] Digital Innovation Lab
• 136020 VO [ de en ] Introduction to Digital Humanities - Ringvorlesung (MA)
• 136021 UE Lektürekurs zur Ringvorlesung (Digital Humanities)
• 180156 VO [ en ] Introduction to Cognitive Psychology
• 301026 SE [ en ] Computational methods in microbial ecology
• 340104 VO [ en ] Maschinelle Translation

Masterseminar (2 ECTS)

MAS Masterseminar (2 ECTS)

• 053640 SE [ en ] Master's Seminar