Master Data Science (645 [1])

CORE Modules (30 ECTS)

IML Introduction to Machine Learning (6 ECTS)

• 053613 VU 6 ECTS [ en ] Introduction to Machine Learning
  Tschiatschek, Mo 15:00-16:30 (14×), Fr 13:15-14:45 (14×), Mo 09.01. 15:00-17:15

SDS Statistics for Data Science (6 ECTS)

• 053614 VU 6 ECTS [ en ] Statistics for Data Science
  Steinberger, Fr 15:00-18:15 (14×)

MDS Mathematics of Data Science (4 ECTS)

• 053611 VU 4 ECTS [ en ] Mathematics of Data Science
  Grohs, Tu 09:45-11:15 (14×), Th 10:30-11:15 (13×)

OMD Optimisation Methods for Data Science (4 ECTS)

• 053612 VU 4 ECTS [ en ] ( ON-SITE ) Optimisation Methods for Data Science
  Bomze, Mo 09:45-11:15 (15×), Th 11:30-13:00 (13×)

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

DAP Data Analysis Project and Seminar (16 ECTS)

Data Analysis Project

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

Research Seminar

• 040182 SE 4 ECTS [ en ] ( ON-SITE ) Research Seminar (MA) - New developments in platform analytics
  Tang, Tu 25.10. 09:45-11:15, Th 03.11. 09:45-11:15, Tu 06.12. 08:00-14:45, Th 15.12. 08:00-13:00, Mo 23.01. 08:00-11:15
• 136033 SE 4 ECTS [ en ] Computational Methods for Text Stemmatology
  Andrews, Mo 09:45-12:00 (14×)
• 250144 SE 4 ECTS [ en ] ( ON-SITE ) Seminar Mathematical Data Science
  Grohs, Th 13:15-14:45 (13×), Mo 30.01. 08:00-20:00, Tu 31.01. 08:00-14:45

Specialisation in Areas of Data Science (34 ECTS)

SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040721 UK 3 ECTS [ en ] ( ON-SITE ) Selected Topics in Statistics (MA)
  Krivobokova, Tu 15:00-16:30 (14×)
• 040723 UK 3 ECTS ( MIXED ) Financial and Insurance Mathematics (MA)
  Cuchiero, Tu 13:15-14:45 (13×), We 30.11. 13:15-14:45
• 040770 UK 6 ECTS [ de en ] ( ON-SITE ) Probabiltiy Theory 1 (MA)
  Leeb, Mo 08:00-11:15 (15×), Th 13:15-14:45 (13×)
• 040771 UK 4 ECTS ( ON-SITE ) Case Studies in Statistics (MA)
  Wassermann, We 16:45-18:15 (12×), We 01.02. 16:45-20:00
• 040772 UK 4 ECTS [ en ] ( ON-SITE ) Complex Statistical Methods (MA)
  Krivobokova, Th 16:45-18:15 (13×)
• 052100 VU 3 ECTS [ en ] Algorithms and Data Structures 2
  Kriege, Mo 09:45-11:15 (15×)
• 052101 VU 3 ECTS [ en ] Numerical Algorithms
  Gansterer, Th 09:45-11:15 (13×), Th 27.10. 11:30-13:00
• 052111 VU 6 ECTS [ en ] Advanced Algorithms
  Hanauer, Mo 11:30-13:00 (15×), Tu 15:00-16:30 (14×)
• 052112 VU 6 ECTS [ en ] Numerical High Performance Algorithms
  Gansterer, Tu 13:15-14:45 (14×), Th 13:15-14:45 (13×)
• 052311 VU 6 ECTS [ en ] Data Mining
  Kriege, Tu 15:00-16:30 (14×), Th 08:00-09:30 (13×)
• 052316 VU 6 ECTS [ en ] Deep Learning for Natural Language Processing
  Çano, Th 09:45-11:15 (13×), Th 11:30-13:00 (13×)
• 052400 VU 6 ECTS [ en ] Information Management & Systems Engineering
  Schikuta, Tu 16:45-18:15 (14×)
• 052600 VU 6 ECTS [ en ] Signal and Image Processing
  Grosse-Wentrup, Tu 11:30-13:00 (14×), We 15:00-16:30 (12×)
• 052617 VU 6 ECTS [ en ] Image Processing and Image Analysis
  Möller, Tu 09:45-11:15 (14×), Th 09:45-11:15 (13×)
• 052800 VU 6 ECTS [ en ] Parallel Computing
  Bajrovic, Tu 15:00-16:30 (14×), We 16:45-18:15 (12×)
• 250042 PS 4 ECTS [ en ] ( ON-SITE ) Quantum Information, Quantum Computing, and Quantum Algorithms
  Garre Rubio, We 08:00-09:30 (12×)
• 250063 VO 6 ECTS [ en ] ( ON-SITE ) Nonlinear optimization
  Bot, Mo 09:45-11:15 (15×), Tu 09:45-11:15 (14×)
• 250068 VO 5 ECTS [ en ] ( ON-SITE ) Stochastic processes
  Berestycki, Th 16:45-18:15 (12×), Fr 11:30-12:15 (14×)
• 250078 VO 6 ECTS [ en ] ( ON-SITE ) Quantum Information, Quantum Computing, and Quantum Algorithms
  Schuch, Mo 13:15-14:45 (15×), Fr 09:45-11:15 (14×)
• 250085 VO 6 ECTS [ en ] ( ON-SITE ) Tensor methods for data science and scientific computing
  Kazeev, Tu 15:00-16:30 (14×), We 11:30-13:00 (12×)
• 250107 PS 2 ECTS [ en ] ( ON-SITE ) Stochastic Processes
  Berestycki, Mo 13:15-14:00 (15×)
• 250116 VO 3 ECTS [ en ] ( MIXED ) Introduction to complex network analysis
  Menche, Tu 16:00-18:30 (12×)
• 250117 PS 2 ECTS [ en ] ( MIXED ) Introduction to complex network analysis
  Menche

Applications

• 040045 KU 8 ECTS [ en ] ( ON-SITE ) Econometrics in Finance (MA)
  Hautsch, Tu 13:15-14:45 (14×), We 11:30-13:00 (12×), Th 13:15-14:45 (13×)
• 040215 KU 8 ECTS [ en ] ( ON-SITE ) Supply Chain Management (MA)
  Dörner, Tu 09:45-11:15 (12×), Mo 09:45-11:15 (14×), Tu 11.10. 08:00-09:30, Fr 04.11. 16:45-18:15, Mo 14.11. 08:00-09:30
• 040626 KU 4 ECTS ( REMOTE ) Game Theory (MA)
  Gutjahr, Fr 09:45-11:15 (14×)
• 040775 UK 3 ECTS ( ON-SITE ) Biometrics 2 (MA)
  Vogl, Fr 08:00-09:30 (14×)
• 052315 VU 6 ECTS [ en ] ( REMOTE ) Natural Language Processing
  Winiwarter
• 052317 VU 6 ECTS [ en ] Neuroinformatics: Machine Learning for Neuronal Data Analysis
  Meunier, Tu 16:45-18:15 (14×), Th 16:45-18:15 (13×)
• 052412 VU 6 ECTS [ en ] Business Intelligence II
  Leitner, Th 06.10. 08:00-09:30, Sa 08.10. 09:00-12:15, Fr 11:30-14:45 (12×)
• 052511 VU 6 ECTS [ en ] Cloud Computing
  Benkner, We 09:45-11:15 (12×), Th 18:30-20:00 (13×)
• 052515 VU 6 ECTS [ en ] Patterns and Artificial Intelligence for Cloud and Cloud-Edge Continuum
  Di Martino, Tu 18.10. 16:45-18:15, Tu 11:30-14:45 (2×), We 18:30-21:30 (2×), Th 09:45-13:00 (2×), Th 10.11. 18:30-21:30, Th 17.11. 15:00-18:15
• 053530 VU 6 ECTS [ de en ] Statistical methods in bioinformatics
  von Haeseler, Tu 10:00-12:00 (14×), Th 12:00-14:00 (11×), Th 11:30-13:00 (2×)
• 070263 UE 5 ECTS [ en ] Reading course Digital Humanities - Theory and Concepts in the Digital Humanities
  Wallnig, Fr 11:45-13:15 (14×)
• 180054 VO 3 ECTS [ en ] Cognitive Science - Introduction and Basic Concepts
  Peschl
• 180147 SE 2 ECTS [ en ] ( ON-SITE ) Introduction to Cognitive Science I
  Zimmermann
• 180150 VO 1 ECTS [ en ] ( ON-SITE ) MEi:CogSci Cognitive Science Lecture Series
  Peschl, Tu 18:30-20:30 (14×)
• 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 ] ( MIXED ) MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
  Vasileiadi
• 300311 VO 4 ECTS ( ON-SITE ) Bioinformatics for the analysis of microbial genomes, metagenomes and metatranscriptomes
  Rattei, Tu 11:30-13:00 (13×)
• 301060 UE 5 ECTS [ en ] ( ON-SITE ) Practical course on bioinformatics of microbial genomes and metagenomes
  Rattei, Tu 13:15-14:45 (14×)
• 340320 VO 4 ECTS [ en ] Machine translation
  Ciobanu, Tu 09:45-11:15 (11×)

Master's Seminar (2 ECTS)

MAS Masterseminar (2 ECTS)

• 053640 SE 2 ECTS [ en ] Master's Seminar
  Möller, Mo 03.10. 15:00-16:30, Th 19.01. 08:00-11:15