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)

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

Modul DAP Data Analysis Project and Seminar (16 ECTS)

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

Specialisation in Areas of Data Science (34 ECTS)

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

Foundations

• 040222 SE [ en ] Seminar aus Statistik im Masterstudium
• 040972 UK [ de en ] Wahrscheinlichkeitstheorie 2
• 040973 UK Multivariate Zeitreihenanalyse
• 040974 UK [ en ] ( DIGITAL ) 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 ] ( DIGITAL ) Distributed and Parallel Algorithms
• 052400 VU [ en ] ( GEMISCHT ) 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 ] ( DIGITAL ) Artificial Intelligence
• 250078 VO [ en ] Advanced numerical analysis
• 250110 VO [ en ] Introduction to Reinforcement Learning

Applications

• 040975 UK Biometrie 1
• 052113 VU [ en ] Software Tools for Computational and Data Science
• 052315 VU [ en ] ( DIGITAL ) Natural Language Processing
• 052611 VU [ en ] ( GEMISCHT ) Multimedia Content Management
• 053520 VU [ en ] ( GEMISCHT ) Algorithmische Bioinformatik
• 053521 VU [ en ] ( GEMISCHT ) Sequenz- und Struktur-Bioinformatik
• 136020 VO [ de en ] Introduction to Digital Humanities
• 136021 UE ( GEMISCHT ) Lektürekurs zur Ringvorlesung (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 Aktuelle Aspekte der Umwelt- und Radiochemie
• 270028 SE+UE Forschungsbeispiel aus theoretischer Materialchemie und Polymerchemie und -charakterisierung
• 270034 PR Praktikum zur Bioinformatik der Nukleinsäuren
• 270037 VO Chemieinformatik
• 270038 UE Übungen zu Chemieinformatik
• 270054 VO Bioinformatik der Nukleinsäuren
• 270089 UE [ de en ] Forschungsbeispiele aus der Theoretischen Chemie
• 270117 VO [ en ] Modern Quantum Chemistry
• 270127 VU [ en ] Introduction to metabolic modelling
• 270135 VU *omics Integration
• 270164 VO Bioinformatische Auswertungsstrategien
• 270274 UE Übungen zur Computersimulation von Biopolymeren
• 270275 VO Computersimulation von Biopolymeren
• 300026 SE [ en ] Computational methods in microbial ecology
• 301186 VO [ en ] Structural Bioinformatics II

Masterseminar (2 ECTS)

Modul MAS Masterseminar (2 ECTS)

• 053640 SE [ en ] Master's Seminar