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×)