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)

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)

• 040172 VU [ en ] Doing Data Science (MA)

DAP Data Analysis Project and Seminar (16 ECTS)

Data Analysis Project

Research Seminar

• 040182 SE [ en ] Research Seminar (MA)

Specialisation in Areas of Data Science (34 ECTS)

SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040556 VO Markov Prozesse (MA)
• 040559 UE Markov Prozesse (MA)
• 040721 UK [ en ] Ausgewählte Kapitel der Statistik (MA)
• 040723 UK ( GEMISCHT ) Finanz- und Versicherungsmathematik (MA)
• 040770 UK [ de en ] Wahrscheinlichkeitstheorie 1 (MA)
• 040771 UK Statistische Fallstudien (MA)
• 040772 UK [ en ] Komplexe statistische Methoden (MA)
• 052100 VU [ en ] Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052111 VU [ en ] Advanced Algorithms
• 052311 VU [ en ] Data Mining
• 052322 VU [ en ] Graph Learning
• 052400 VU [ en ] Information Management & Systems Engineering
• 052800 VU [ en ] Parallel Computing
• 280354 VU [ en ] Modelling and Data Analysis

Applications

• 040045 KU [ en ] Econometrics in Finance (MA)
• 040215 KU [ en ] Supply Chain Management (MA)
• 040448 PR [ en ] Performance-Analysis (MA)
• 040626 KU ( DIGITAL ) Game Theory (MA)
• 040775 UK Biometrie 2 (MA)
• 052315 VU [ en ] Natural Language Processing
• 052511 VU [ en ] Cloud Computing
• 180147 SE [ en ] Introduction to Cognitive Science I
• 180160 SE [ en ] New Trends in Cognitive Science - Predictive Processing and Active Inference
• 180161 SE [ en ] MEi:CogSci Journal Club
• 270237 PR [ de en ] Forschungsbeispiel in Theoretischer Chemie
• 340320 VO [ en ] Maschinelle Translation

Masterseminar (2 ECTS)

MAS Masterseminar (2 ECTS)