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 (13×), Th 05.12. 15:00-16:00

SDS Statistics for Data Science (6 ECTS)

• 053614 VU 6 ECTS [ en ] Statistics for Data Science
  Steinberger, Th 09:45-11:15 (15×), Mo 11:30-13:00 (14×)

MDS Mathematics of Data Science (4 ECTS)

• 053611 VU 4 ECTS [ en ] Mathematics of Data Science
  Ehler, Tu 09:45-12:00 (16×)

OMD Optimisation Methods for Data Science (4 ECTS)

• 053612 VU 4 ECTS [ en ] Optimisation Methods for Data Science
  Malitskyi, We 09:45-11:15 (15×), Mo 09:45-11:15 (14×), Mo 27.01. 09:00-11:15

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 ] Doing Data Science (MA)
  Ehmke, Tu 13:15-14:45 (15×), Tu 15:00-16:30 (15×), We 15:00-16:30 (13×)

DAP Data Analysis Project and Seminar (16 ECTS)

Data Analysis Project

• 053631 LP 12 ECTS [ en ] Data Analysis Project
  Tanzer, Th 03.10. 11:30-13:00

Research Seminar

• 040182 SE 4 ECTS [ en ] ( MIXED ) Research Seminar (MA)
  Joshi, We 15:00-16:30 (5×), We 15:00-18:15 (2×)
• 053630 SE 4 ECTS [ en ] Research Seminar
  Ratzenböck, Th 15:00-16:30 (3×), Th 13:15-16:30 (10×)
• 136033 SE 4 ECTS [ en ] Research Seminar Digital Humanities
  Andrews, Mo 09:45-12:15 (14×)

Specialisation in Areas of Data Science (34 ECTS)

SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 052100 VU 3 ECTS [ en ] Algorithms and Data Structures 2
  Goranci, Mo 09:45-11:15 (14×)
• 052101 VU 3 ECTS [ en ] Numerical Algorithms
  Gansterer, Th 09:45-11:15 (15×)
• 052111 VU 6 ECTS [ en ] Advanced Algorithms
  Goranci, Tu 15:00-16:30 (16×), Mo 11:30-13:00 (14×)
• 052112 VU 6 ECTS [ en ] Numerical High Performance Algorithms
  Gansterer, Tu 13:15-14:45 (15×), Th 13:15-14:45 (14×)
• 052311 VU 6 ECTS [ en ] Data Mining
  Plant, Tu 15:00-16:30 (16×), Th 13:15-14:45 (15×)
• 052316 VU 6 ECTS [ en ] Deep Learning for Natural Language Processing
  Roth, Th 09:45-11:15 (15×), Th 11:30-13:00 (15×)
• 052322 VU 3 ECTS [ en ] Graph Learning
  Kriege, Tu 11:30-13:00 (16×)
• 052400 VU 6 ECTS [ en ] Information Management & Systems Engineering
  Klas, Tu 16:45-18:15 (16×), We 16:45-18:15 (2×)
• 052600 VU 6 ECTS [ en ] Signal and Image Processing
  Grosse-Wentrup, Tu 11:30-13:00 (16×), We 15:00-16:30 (15×)
• 052617 VU 6 ECTS [ en ] Image Processing and Image Analysis
  Möller, Tu 09:45-11:15 (16×), Th 09:45-11:15 (15×)
• 052800 VU 6 ECTS [ en ] Parallel Computing
  Bajrovic, Tu 15:00-16:30 (16×), We 16:45-18:15 (15×)
• 059100 VO 5 ECTS [ de en ] Machines That Understand? Large Language Models and Artificial Intelligence
  Roth, Th 16:45-18:15 (8×), Th 16:45-19:00 (6×)
• 040556 VO 3 ECTS Markov Processes (MA)
  Klein
• 040559 UE 2 ECTS Exercises in Markov Processes (MA)
  Klein
• 040721 UK 3 ECTS [ en ] Selected Topics in Statistics (MA)
  Krivobokova, Tu 15:00-16:30 (14×)
• 040723 UK 3 ECTS ( MIXED ) Financial and Insurance Mathematics (MA)
  Cuchiero, Th 13:15-14:45 (12×), Fr 15.11. 11:30-13:00
• 040770 UK 6 ECTS [ de en ] Probabiltiy Theory 1 (MA)
  Leeb
• 040771 UK 4 ECTS Case Studies in Statistics (MA)
  Wassermann, We 16:45-18:15 (15×)
• 040772 UK 4 ECTS [ en ] Complex Statistical Methods (MA)
  Krivobokova, Th 16:45-18:15 (12×)
• 136041 SE 5 ECTS [ en ] Open Source Language Models
  Roth, Tu 09:45-11:15 (16×)
• 250042 PS 4 ECTS [ en ] Quantum Information, Quantum Computing, and Quantum Algorithms
  Molnár, We 15:00-16:30 (15×)
• 250063 VO 6 ECTS [ en ] Nonlinear Optimization
  Bot, Tu 08:00-09:30 (16×), We 08:00-09:30 (15×)
• 250068 VO 5 ECTS [ en ] Stochastic processes
  Schertzer, We 16:45-18:15 (15×), Fr 11:30-13:00 (14×)
• 250078 VO 6 ECTS [ en ] Quantum Information, Quantum Computing, and Quantum Algorithms
  Schuch, Th 16:45-18:15 (15×), Mo 16:45-18:15 (14×)
• 250081 VU 7 ECTS [ en ] Tensor Methods for Data Science and Scientific Computing
  Kazeev, Th 09:45-11:15 (15×), Mo 11:30-13:00 (14×)
• 250107 PS 2 ECTS [ en ] Stochastic Processes
  Yan, Th 16:45-18:15 (15×)
• 250116 VO 3 ECTS [ en ] Introduction to complex network analysis
  Menche, Tu 16:45-18:15 (15×)
• 250117 PS 2 ECTS [ en ] Introduction to complex network analysis
  Müller, Tu 09:45-11:15 (16×)
• 280354 VU 6 ECTS [ en ] Modelling and Data Analysis
  Gasparini, We 08:45-10:15 (15×), We 14:45-16:45 (15×)

Applications

• 040045 KU 8 ECTS [ en ] Econometrics in Finance (MA)
  Gonzato, Tu 15:00-16:30 (16×), Th 15:00-16:30 (15×), We 15.01. 09:45-11:15, We 15.01. 11:30-13:00
• 040215 KU 8 ECTS [ en ] Supply Chain Management (MA)
  Dörner, Tu 09:45-11:15 (16×), Mo 08:00-09:30 (2×), Mo 09:45-11:15 (14×), Tu 08:00-09:30 (2×)
• 040448 PR 4 ECTS [ en ] Performance Analysis (MA)
  Schuster, Tu 11:30-13:00 (16×)
• 040626 KU 4 ECTS ( REMOTE ) Game Theory (MA)
  Gutjahr, Fr 09:45-11:15 (14×)
• 040775 UK 3 ECTS Biometrics 2 (MA)
  Vogl, Fr 08:00-09:30 (14×)
• 052315 VU 6 ECTS [ en ] Natural Language Processing
  Winiwarter, Mo 11:30-14:45 (12×)
• 052412 VU 6 ECTS [ en ] Business Intelligence II
  van der Aa, Th 09:45-13:00 (15×), Th 28.11. 11:30-13:00
• 052511 VU 6 ECTS [ en ] Cloud Computing
  Bajrovic, We 09:45-11:15 (15×), Th 18:30-20:00 (15×)
• 053530 VU 6 ECTS [ de en ] Statistical methods in bioinformatics
  Badelt, Tu 09:45-11:15 (16×), Th 09:45-11:15 (15×)
• 070049 UE 5 ECTS [ en ] Reading Course Digital Humanities - Theory and Concepts in the Digital Humanities
  Wallnig, Fr 11:30-13:00 (14×)
• 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 (15×)
• 180160 SE 6 ECTS [ en ] New Trends in Cognitive Science - Predictive Processing and Active Inference
  Sladky, Fr 11:30-13:00 (8×)
• 180161 SE 4 ECTS [ en ] MEi:CogSci Journal Club
  Tik
• 270237 PR 4 ECTS [ de en ] Research Example from Theoretical Chemistry
  Gonzalez Herrero
• 340320 VO 4 ECTS [ en ] Machine translation
  Ciobanu, Tu 11:30-13:00 (12×)

Master's Seminar (2 ECTS)

MAS Masterseminar (2 ECTS)

• 053640 SE 2 ECTS [ en ] Master's Seminar
  Möller, Th 03.10. 11:30-13:00, We 20.11. 13:15-14:45, Fr 22.11. 08:00-09:30, Mo 27.01. 09:45-11:15