Master Data Science (645 [1])

CORE Modules (30 ECTS)

Module IML Introduction to Machine Learning (6 ECTS)

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

Module SDS Statistics for Data Science (6 ECTS)

• 053614 VU 6 ECTS [ en ] ( MIXED ) Statistics for Data Science
  Steinberger, Fr 15:00-18:15 (16×)

Module MDS Mathematics of Data Science (4 ECTS)

• 053611 VU 4 ECTS [ en ] ( REMOTE ) Mathematics of Data Science
  Ehler, Tu 09:45-12:00 (12×)

Module OMD Optimisation Methods for Data Science (4 ECTS)

• 053612 VU 4 ECTS [ en ] ( MIXED ) Optimisation Methods for Data Science
  Böhm, Mo 09:45-11:15 (14×), Th 11:30-12:15 (14×)

Module MMD Mining Massive Data (6 ECTS)

Module VED Visual and Exploratory Data Analysis (4 ECTS)

Doing Data Science, Ethical and Legal Issues (28 ECTS)

Module DEL Doing Data Science, Ethical and Legal Issues (12 ECTS)

• 040172 VU 6 ECTS [ en ] ( MIXED ) Doing Data Science (MA)
  Ehmke, Tu 15:00-16:30 (12×), We 13:15-14:45 (12×), We 15:00-16:30 (12×)

Module DAP Data Analysis Project and Seminar (16 ECTS)

Data Analysis Project

• 053631 LP 12 ECTS [ en ] ( MIXED ) Data Analysis Project
  Dimmery

Research Seminar

• 040182 SE 4 ECTS [ en ] ( ON-SITE ) Research Seminar (MA) - Meta- and Matheuristics Optimization
  Dörner, Tu 09:45-11:15 (11×), Tu 11:30-13:00 (12×), Tu 12.10. 09:50-11:15
• 053630 SE 4 ECTS [ en ] ( MIXED ) Research Seminar - Deep Learning
  Reisenhofer, Mo 09:45-11:15 (14×)
• 136033 SE 4 ECTS [ en ] ( MIXED ) Computational Methods for Text Stemmatology
  Andrews, Mo 09:45-12:00 (14×)

Specialisation in Areas of Data Science (34 ECTS)

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

Foundations

• 040721 UK 3 ECTS [ en ] ( ON-SITE ) Selected Topics in Statistics
  Krivobokova, Th 15:00-16:30 (14×)
• 040723 UK 3 ECTS ( REMOTE ) Financial and Insurance Mathematics
  Klein, Tu 11:30-13:00 (12×), Mo 31.01. 13:15-14:45
• 040771 UK 4 ECTS ( ON-SITE ) Case Studies in Statistics
  Wassermann, We 16:45-18:15 (13×), We 18:30-20:00 (3×)
• 040772 UK 4 ECTS [ en ] ( ON-SITE ) Complex Statistical Methods
  Krivobokova, Tu 13:15-14:45 (12×)
• 052100 VU 3 ECTS [ en ] ( MIXED ) Algorithms and Data Structures 2
  Hanauer, Mo 09:45-11:15 (13×), Mo 31.01. 11:30-13:00, Th 10.02. 11:30-13:00
• 052101 VU 3 ECTS [ en ] ( MIXED ) Numerical Algorithms
  Gansterer, Th 09:45-11:15 (14×)
• 052111 VU 6 ECTS [ en ] ( ON-SITE ) Advanced Algorithms
  Kale, Mo 11:30-13:00 (14×), Tu 15:00-16:30 (12×)
• 052112 VU 6 ECTS [ en ] ( MIXED ) Numerical High Performance Algorithms
  Gansterer, Tu 13:15-14:45 (12×), Th 13:15-14:45 (14×)
• 052311 VU 6 ECTS [ en ] ( MIXED ) Data Mining
  Kriege, Tu 15:00-16:30 (12×), Th 08:00-09:30 (14×)
• 052400 VU 6 ECTS [ en ] ( MIXED ) Information Management & Systems Engineering
  Schikuta, Tu 16:45-18:15 (9×)
• 052600 VU 6 ECTS [ en ] ( MIXED ) Signal and Image Processing
  Grosse-Wentrup, Tu 11:30-13:00 (12×), We 15:00-16:30 (13×)
• 052617 VU 6 ECTS [ en ] ( MIXED ) Image Processing and Image Analysis
  Möller, Tu 09:45-11:15 (12×), Th 09:45-11:15 (14×)
• 052800 VU 6 ECTS [ en ] ( MIXED ) Parallel Computing
  Bajrovic, Tu 15:00-16:30 (12×), We 16:45-18:15 (13×)
• 250063 VO 6 ECTS [ en ] ( REMOTE ) Nonlinear optimization
  Neumaier, Tu 16:30-18:00 (12×), We 13:15-14:45 (13×)
• 250068 VO 5 ECTS [ en ] ( MIXED ) Stochastic processes
  Berestycki, Fr 12:30-13:15 (16×), Th 09:45-11:15 (13×)
• 250078 VO 6 ECTS [ en ] ( ON-SITE ) Quantum Information, Quantum Computing, and Quantum Algorithms
  Schuch, We 13:15-14:45 (13×), Th 13:15-14:45 (14×)
• 250085 VU 7 ECTS [ en ] ( MIXED ) Tensor methods for data science and scientific computing
  Kazeev, Mo 13:15-14:45 (14×), Th 11:30-13:00 (14×)
• 250106 VO 3 ECTS [ en ] ( MIXED ) Neural Network Theory
  Petersen, Mo 16:45-18:15 (14×)
• 250108 VO 5 ECTS [ en ] ( MIXED ) Mathematical ecology and pattern formation
  Schertzer, We 17:15-18:00 (13×), Th 16:45-18:15 (13×)
• 250115 VO 3 ECTS [ en ] ( ON-SITE ) Mathematical models of chemical and metabolic networks
  Müller, We 13:15-14:45 (13×)
• 250116 VO 3 ECTS [ en ] ( MIXED ) Introduction to complex network analysis
  Menche, We 09:45-11:15 (12×)
• 250117 PS 2 ECTS [ en ] ( MIXED ) Introduction to complex network analysis
  Menche, Th 15:00-15:45 (14×)
• 400028 SE 5 ECTS [ en ] ( ON-SITE ) A critical appropriation of big data: Political economy at the crossroads of new methods - SE Methods for Doctoral Canditates
  Grigera, Mo 25.10. 09:45-16:00, We 27.10. 09:45-16:00, Th 28.10. 09:45-16:00, Fr 29.10. 09:45-16:00

Applications

• 040045 KU 8 ECTS [ en ] ( ON-SITE ) Econometrics in Finance (MA)
  Hautsch, Tu 09:45-11:15 (12×), Tu 13:15-14:45 (12×), Th 13:15-14:45 (13×), Th 11.11. 12:30-14:00
• 040215 KU 8 ECTS [ en ] ( REMOTE ) Supply Chain Management (MA)
  Dörner, Mo 09:45-11:15 (12×), Mo 11:30-13:00 (13×), Mo 13.12. 15:00-16:30, Mo 13.12. 16:45-18:15
• 040775 UK 3 ECTS ( REMOTE ) Biometrics 2
  Vogl, Fr 08:00-09:30 (16×)
• 052315 VU 6 ECTS [ en ] ( REMOTE ) Natural Language Processing
  Winiwarter
• 053530 VU 6 ECTS [ de en ] ( ON-SITE ) Statistical methods in bioinformatics
  von Haeseler, Tu 10:00-12:00 (12×), Th 12:00-14:00 (13×)
• 070263 UE 5 ECTS [ en ] ( REMOTE ) Reading course - Theory and Concepts in the Digital Humanities
  Wallnig, Fr 12:30-14:00 (15×)
• 180110 VO 3 ECTS [ en ] ( REMOTE ) Cognitive Science - Introduction and Basic Concepts
  Peschl
• 180147 SE 2 ECTS [ en ] ( REMOTE ) Introduction to Cognitive Science I
  Zimmermann
• 180150 VO 1 ECTS [ en ] ( REMOTE ) MEi:CogSci Cognitive Science Lecture Series
  Peschl, Tu 18:30-20:30 (12×)
• 180160 SE 6 ECTS [ en ] ( MIXED ) New Trends in Cognitive Science - The predictive coding approach to mind/cognition
  Sladky, Fr 11:30-13:00 (9×)
• 180161 SE 4 ECTS [ en ] ( REMOTE ) MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
  Vasileiadi, We 18:00-20:30 (11×)
• 260082 VU 5 ECTS [ en ] ( ON-SITE ) Quantum Machine Learning for Computational Materials Design
  von Lilienfeld-Toal, Th 08:00-10:30 (13×)
• 269004 VO 3 ECTS [ en ] ( ON-SITE ) Computational Concepts in Biology I
  Rattei, We 16:45-18:15 (10×)
• 270010 PR 3 ECTS ( ON-SITE ) Laboratory Course: Analysis of Large Datasets of "omics"-type Experiments
  Gerner, Mo 18.10. 10:00-12:00, We 20.10. 10:45-12:45
• 270080 VO+UE 4 ECTS [ en ] ( MIXED ) Machine learning for molecules and materials - with an introduction to python
  Marquetand
• 270089 UE 4 ECTS [ de en ] ( ON-SITE ) Research Examples from Theoretical Chemistry
  Gonzalez Herrero
• 301060 UE 5 ECTS [ en ] ( ON-SITE ) Practical course on bioinformatics of microbial genomes and metagenomes
  Rattei, Tu 13:15-14:45 (12×)
• 301599 UE 3 ECTS ( MIXED ) Laboratory Course: Bioinformatics
  Badelt, Mo 24.01. 09:00-12:00, Mo 24.01. 13:00-17:00, Tu 25.01. 09:00-12:00, Tu 25.01. 13:00-17:00, We 26.01. 09:00-12:00, We 26.01. 13:00-17:00, Th 27.01. 09:00-12:00, Th 27.01. 13:00-17:00, Fr 28.01. 09:00-12:00, Fr 28.01. 13:00-17:00
• 400028 SE 5 ECTS [ en ] ( ON-SITE ) A critical appropriation of big data: Political economy at the crossroads of new methods - SE Methods for Doctoral Canditates
  Grigera, Mo 25.10. 09:45-16:00, We 27.10. 09:45-16:00, Th 28.10. 09:45-16:00, Fr 29.10. 09:45-16:00

Master's Seminar (2 ECTS)

Module MAS Masterseminar (2 ECTS)