Specialisation in Areas of Data Science (34 ECTS)

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

Foundations

• 040721 UK 3 ECTS [ en ] Selected Topics in Statistics
  Krivobokova, Th 15:00-16:30 (14×)
• 040723 UK 3 ECTS Financial and Insurance Mathematics
  Klein
• 040771 UK 4 ECTS Case Studies in Statistics
  Wassermann, Fr 16:45-18:15 (16×)
• 040772 UK 4 ECTS [ en ] Complex Statistical Methods
  Krivobokova, We 15:00-16:30 (13×), Tu 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, Th 09:45-11:15 (16×)
• 052111 VU 6 ECTS [ en ] Advanced Algorithms
  Henzinger, Mo 11:30-13:00 (12×), We 11:15-12:45 (14×)
• 052112 VU 6 ECTS [ en ] Numerical High Performance Algorithms
  Gansterer, Th 13:15-14:45 (16×), Tu 13:15-14:45 (13×)
• 052113 VU 6 ECTS [ en ] Software Tools and Libraries for Scientific Computing
  Schabauer, Mo 18:30-20:00 (12×), We 18:30-20:00 (14×)
• 052311 VU 6 ECTS [ en ] Data Mining
  Schindlerova, Th 08:00-09:30 (16×), Tu 15:00-16:30 (13×)
• 052600 VU 6 ECTS [ en ] Signal and Image Processing
  Grosse-Wentrup, Tu 11:30-13:00 (13×), We 15:00-16:30 (13×)
• 052617 VU 6 ECTS [ en ] Image Processing and Image Analysis
  Möller, Th 09:45-11:15 (16×), Tu 09:45-11:15 (13×)
• 052800 VU 6 ECTS [ en ] Parallel Computing
  Dokulil, Tu 15:00-16:30 (13×), We 16:45-18:15 (14×)
• 136041 SE 6 ECTS [ en ] Topics in Deep Learning and Natural Language Processing
  Roth, Th 09:45-11:15 (16×)
• 250063 VO 6 ECTS [ en ] Nonlinear optimization
  Neumaier, Th 15:00-16:30 (16×), We 13:15-14:45 (14×)
• 250068 VO 5 ECTS [ en ] Stochastic processes
  Berestycki, Tu 13:15-14:45 (13×), We 13:15-14:00 (14×)

Applications

• 040775 UK 3 ECTS Biometrics 2
  Vogl, Fr 08:00-09:30 (16×)
• 052315 VU 6 ECTS [ en ] Natural Language Processing
  Winiwarter
• 053530 VU 6 ECTS [ de en ] Statistical methods in bioinformatics
  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, Tu 18:30-20:30 (12×)
• 180160 SE 6 ECTS [ en ] New Trends in Cognitive Science - The predictive coding approach to mind/cognition
  Sladky, Tu 16:45-18:15 (13×)
• 180161 SE 4 ECTS [ en ] MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
  Tik, We 18:00-20:30 (11×)
• 270008 PR 3 ECTS Laboratory Course: Analysis of Large Datasets of "omics"-type Experiments
  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 ] Research Examples from Theoretical Chemistry
  Gonzalez Herrero