Master Data Science (645 [1])

CORE Module (30 ECTS)

Modul IML Introduction to Machine Learning (6 ECTS)

• 053613 VU 6 ECTS [ en ] Introduction to Machine Learning
  Tschiatschek, Fr 13:15-14:45 (16×), Mo 15:00-16:30 (12×)

Modul SDS Statistics for Data Science (6 ECTS)

• 053614 VU 6 ECTS [ en ] Statistics for Data Science
  Steinberger, Do 13:15-16:30 (8×), Mi 09:45-11:15 (14×)

Modul MDS Mathematics of Data Science (4 ECTS)

• 053611 VU 4 ECTS [ en ] Mathematics of Data Science
  Petersen, Di 09:45-12:00 (13×)

Modul OMD Optimisation Methods for Data Science (4 ECTS)

• 053612 VU 4 ECTS [ en ] Optimisation Methods for Data Science
  Bomze, Do 11:30-14:45 (8×), Do 11:30-13:00 (7×)

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 6 ECTS [ en ] Doing Data Science (MA)
  Ehmke, Di 15:00-16:30 (12×), Mi 13:15-14:45 (11×), Mi 15:00-16:30 (13×), Di 13:15-14:45 (12×)

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 3 ECTS [ en ] Ausgewählte Kapitel der Statistik
  Krivobokova, Do 15:00-16:30 (14×)
• 040723 UK 3 ECTS Finanz- und Versicherungsmathematik
  Klein
• 040771 UK 4 ECTS Statistische Fallstudien
  Wassermann, Fr 16:45-18:15 (16×)
• 040772 UK 4 ECTS [ en ] Komplexe statistische Methoden
  Krivobokova, Mi 15:00-16:30 (13×), Di 26.01. 18:30-20:00
• 052100 VU 3 ECTS [ en ] Algorithms and Data Structures 2
  Kale, Mo 09:45-11:15 (12×)
• 052101 VU 3 ECTS [ en ] Numerical Algorithms
  Gansterer, Do 09:45-11:15 (16×)
• 052111 VU 6 ECTS [ en ] Advanced Algorithms
  Henzinger, Mo 11:30-13:00 (12×), Mi 11:15-12:45 (14×)
• 052112 VU 6 ECTS [ en ] Numerical High Performance Algorithms
  Gansterer, Do 13:15-14:45 (16×), Di 13:15-14:45 (13×)
• 052113 VU 6 ECTS [ en ] Software Tools and Libraries for Scientific Computing
  Schabauer, Mo 18:30-20:00 (12×), Mi 18:30-20:00 (14×)
• 052311 VU 6 ECTS [ en ] Data Mining
  Schindlerova, Do 08:00-09:30 (16×), Di 15:00-16:30 (13×)
• 052600 VU 6 ECTS [ en ] Signal and Image Processing
  Grosse-Wentrup, Di 11:30-13:00 (13×), Mi 15:00-16:30 (13×)
• 052617 VU 6 ECTS [ en ] Image Processing and Image Analysis
  Möller, Do 09:45-11:15 (16×), Di 09:45-11:15 (13×)
• 052800 VU 6 ECTS [ en ] Parallel Computing
  Dokulil, Di 15:00-16:30 (13×), Mi 16:45-18:15 (14×)
• 136041 SE 6 ECTS [ en ] Topics in Deep Learning and Natural Language Processing
  Roth, Do 09:45-11:15 (16×)
• 250063 VO 6 ECTS [ en ] Nonlinear optimization
  Neumaier, Do 15:00-16:30 (16×), Mi 13:15-14:45 (14×)
• 250068 VO 5 ECTS [ en ] Stochastic processes
  Berestycki, Di 13:15-14:45 (13×), Mi 13:15-14:00 (14×)

Applications

• 040775 UK 3 ECTS Biometrie 2
  Vogl, Fr 08:00-09:30 (16×)
• 052315 VU 6 ECTS [ en ] Natural Language Processing
  Winiwarter
• 053530 VU 6 ECTS [ de en ] Statistische Methoden der Bioinformatik
  von Haeseler
• 070263 UE 5 ECTS [ en ] Reading course - Theory and Concepts in the Digital Humanities
  Andrews, Mo 09:45-11:15 (12×)
• 180118 VO 3 ECTS [ en ] Cognitive Science - Introduction and Basic Concepts
  Peschl
• 180147 SE 2 ECTS [ en ] Introduction to Cognitive Science I
  Zimmermann
• 180150 VO 1 ECTS [ en ] MEi:CogSci Cognitive Science Lecture Series
  Peschl, Di 18:30-20:30 (12×)
• 180160 SE 6 ECTS [ en ] New Trends in Cognitive Science - The predictive coding approach to mind/cognition
  Sladky, Di 16:45-18:15 (13×)
• 180161 SE 4 ECTS [ en ] MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
  Tik, Mi 18:00-20:30 (11×)
• 270008 PR 3 ECTS Praktikum: Analyse großer Datensätze von "omics"-typ Experimenten
  Gerner
• 270070 VO+UE 4 ECTS [ en ] Machine learning for molecules and materials - with an introduction to python
  Marquetand
• 270089 UE 4 ECTS [ de en ] Forschungsbeispiele aus der Theoretischen Chemie
  Gonzalez Herrero

Masterseminar (2 ECTS)

Modul MAS Masterseminar (2 ECTS)