Master Data Science (645 [1])

CORE Module (30 ECTS)

Modul IML Introduction to Machine Learning (6 ECTS)

• 053613 VU [ en ] Introduction to Machine Learning

Modul SDS Statistics for Data Science (6 ECTS)

• 053614 VU [ en ] Statistics for Data Science

Modul MDS Mathematics of Data Science (4 ECTS)

• 053611 VU [ en ] Mathematics of Data Science

Modul OMD Optimisation Methods for Data Science (4 ECTS)

• 053612 VU [ en ] Optimisation Methods for Data Science

Modul MMD Mining Massive Data (6 ECTS)

Modul VED Visual and Exploratory Data Analysis (4 ECTS)

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

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

• 040172 VU [ en ] 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

• 040721 UK [ en ] Ausgewählte Kapitel der Statistik
• 040723 UK Finanz- und Versicherungsmathematik
• 040771 UK Statistische Fallstudien
• 040772 UK [ en ] Komplexe statistische Methoden
• 052100 VU [ en ] Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052111 VU [ en ] Advanced Algorithms
• 052112 VU [ en ] Numerical High Performance Algorithms
• 052113 VU [ en ] Software Tools and Libraries for Scientific Computing
• 052311 VU [ en ] Data Mining
• 052600 VU [ en ] Signal and Image Processing
• 052617 VU [ en ] Image Processing and Image Analysis
• 052800 VU [ en ] Parallel Computing
• 136041 SE [ en ] Topics in Deep Learning and Natural Language Processing
• 250063 VO [ en ] Nonlinear optimization
• 250068 VO [ en ] Stochastic processes

Applications

• 040775 UK Biometrie 2
• 052315 VU [ en ] Natural Language Processing
• 053530 VU [ de en ] Statistische Methoden der Bioinformatik
• 070263 UE [ en ] Reading course - Theory and Concepts in the Digital Humanities
• 180118 VO [ en ] Cognitive Science - Introduction and Basic Concepts
• 180147 SE [ en ] Introduction to Cognitive Science I
• 180150 VO [ en ] MEi:CogSci Cognitive Science Lecture Series
• 180160 SE [ en ] New Trends in Cognitive Science - The predictive coding approach to mind/cognition
• 180161 SE [ en ] MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
• 270008 PR Praktikum: Analyse großer Datensätze von "omics"-typ Experimenten
• 270070 VO+UE [ en ] Machine learning for molecules and materials - with an introduction to python
• 270089 UE [ de en ] Forschungsbeispiele aus der Theoretischen Chemie

Masterseminar (2 ECTS)

Modul MAS Masterseminar (2 ECTS)