Master Data Science (645 [1])

CORE Module (30 ECTS)

Modul IML Introduction to Machine Learning (6 ECTS)

Modul SDS Statistics for Data Science (6 ECTS)

Modul MDS Mathematics of Data Science (4 ECTS)

Modul OMD Optimisation Methods for Data Science (4 ECTS)

Modul MMD Mining Massive Data (6 ECTS)

• 053621 VU [ en ] Mining Massive Data

Modul 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)

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

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

Modul DAP Data Analysis Project and Seminar (16 ECTS)

Specialisation in Areas of Data Science (34 ECTS)

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

Foundations

• 040973 UK ( DIGITAL ) Multivariate Zeitreihenanalyse
• 040974 UK [ en ] ( DIGITAL ) Methods of Decision Support
• 052100 VU [ en ] ( VOR-ORT ) 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 ( DIGITAL ) Biometrie 1
• 052315 VU [ en ] Natural Language Processing
• 053520 VU [ en ] Algorithmische Bioinformatik
• 053521 VU [ en ] Sequenz- und Struktur-Bioinformatik
• 070116 PS [ en ] ( GEMISCHT ) BA-Proseminar - Digital Medievalisms: Game Design and Digital Humanities
• 180007 VO [ en ] ( DIGITAL ) Introduction to Cognitive Psychology
• 200076 SE [ en ] ( DIGITAL ) Vertiefungsseminar: Geist und Gehirn - Fundamental Topics in Cognitive Science + Colloquium
• 269019 VO [ en ] Computational Concepts in Chemistry II
• 270028 SE+UE Forschungsbeispiel aus theoretischer Materialchemie und Polymerchemie und -charakterisierung
• 270037 VO Chemieinformatik
• 270038 UE Übungen zu Chemieinformatik
• 270089 UE [ de en ] Forschungsbeispiele aus der Theoretischen Chemie
• 270117 VO [ en ] Modern Quantum Chemistry
• 270164 VO Bioinformatische Auswertungsstrategien

Masterseminar (2 ECTS)

Modul MAS Masterseminar (2 ECTS)