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 ] ( GEMISCHT ) 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

• 053630 SE [ en ] Research Seminar
• 136033 SE [ en ] ( GEMISCHT ) Digital Experience in 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)
• 040222 SE [ en ] Seminar aus Statistik im Masterstudium
• 040694 UK ( DIGITAL ) Nichtparametrische Inferenz und Resampling (MA)
• 040968 UK [ en ] Graph Algorithms and Network Flows (MA)
• 040972 UK [ en ] Wahrscheinlichkeitstheorie 2 (MA)
• 040973 UK Multivariate Zeitreihenanalyse (MA)
• 040974 UK [ en ] ( DIGITAL ) 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
• 052400 VU [ en ] ( GEMISCHT ) 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
• 136041 SE [ en ] Topics in Deep Learning and Natural Language Processing
• 250042 VU [ en ] Mathematics of Machine Learning
• 250078 VO [ en ] Advanced numerical analysis
• 250115 VO [ en ] Dynamical Systems and Nonlinear Differential Equations
• 250123 VU [ en ] Image Processing
• 250124 VO [ en ] Graph Algorithms and Machine Learning
• 250126 VO [ en ] Mathematical Ecology
• 280352 VU [ en ] Climate Data Analysis

Applications

• 040121 UK [ en ] Applied Econometrics 1
• 040217 KU [ en ] Data Analysis on Organization and Personnel (MA)
• 040331 KU [ en ] Empirical Methods in Decision Sciences (MA)
• 040893 KU [ en ] Supply Chain Management (MA)
• 040975 UK Biometrie 1 (MA)
• 040977 SE [ en ] ( DIGITAL ) Seminar in Empirical Finance and Financial Econometrics (MA)
• 052113 VU [ en ] Software Tools for Computational and Data Science
• 052213 VU [ en ] Image Synthesis
• 052315 VU [ en ] Natural Language Processing
• 052611 VU [ en ] Multimedia Content Management
• 053520 VU [ en ] Algorithmische Bioinformatik
• 053521 VU [ en ] Sequenz- und Struktur-Bioinformatik
• 136020 VO [ de en ] Lecture Series: Introduction to Digital Humanities
• 136021 UE Lektürekurs zur Ringvorlesung (Digital Humanities)
• 142042 VO [ en ] A Global History of Drugs in Modern South Asia
• 180007 VO [ en ] Introduction to Cognitive Psychology
• 270034 PR Praktikum zur Bioinformatik der Nukleinsäuren
• 270037 VU Chemieinformatik
• 270040 PR Praktikum zur Computersimulation von Biopolymeren
• 270054 VO Bioinformatik der Nukleinsäuren
• 270117 VO [ en ] Moderne Quantenchemie
• 270190 VU [ en ] Introduction to metabolic modelling
• 270194 VU *omics Integration
• 270237 PR [ de en ] Forschungsbeispiel in Theoretischer Chemie
• 270275 VO Computersimulation von Biopolymeren
• 280351 VU [ en ] Climate Modelling Lab
• 300026 SE [ en ] Computational methods in microbial ecology
• 301186 VO [ en ] Structural Bioinformatics II
• 340104 VO [ en ] Maschinelle Translation

Masterseminar (2 ECTS)

MAS Masterseminar (2 ECTS)

• 053640 SE [ en ] Master's Seminar