Specialisation in Areas of Data Science (34 ECTS)

SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040556 VO 3 ECTS ( VOR-ORT ) Markov Prozesse (MA)
  Klein, Mo 11:30-13:00 (12×), Mo 15:00-16:30 (3×)
• 040559 UE 2 ECTS Markov Prozesse (MA)
  Köstenberger, Mo 15:00-16:30 (10×), Di 12.12. 11:30-13:00, Mi 31.01. 15:00-16:30
• 040721 UK 3 ECTS [ en ] Ausgewählte Kapitel der Statistik (MA)
  Krivobokova, Di 15:00-16:30 (14×)
• 040723 UK 3 ECTS ( GEMISCHT ) Finanz- und Versicherungsmathematik (MA)
  Cuchiero, Mo 02.10. 09:45-11:15, Do 13:15-14:45 (11×), Di 30.01. 11:30-13:00
• 040770 UK 6 ECTS [ de en ] ( VOR-ORT ) Wahrscheinlichkeitstheorie 1 (MA)
  Leeb
• 040771 UK 4 ECTS ( VOR-ORT ) Statistische Fallstudien (MA)
  Wassermann, Mi 18:30-20:00 (8×), Mi 18:30-20:30 (4×)
• 040772 UK 4 ECTS [ en ] Komplexe statistische Methoden (MA)
  Krivobokova, Do 16:45-18:15 (12×)
• 052100 VU 3 ECTS [ en ] Algorithms and Data Structures 2
  Hanauer, Mo 09:45-11:15 (15×), Mo 13.11. 15:00-16:30, Mo 15.01. 16:45-18:15
• 052101 VU 3 ECTS [ en ] Numerical Algorithms
  Gansterer, Do 09:45-11:15 (12×)
• 052111 VU 6 ECTS [ en ] Advanced Algorithms
  Goranci, Mo 11:30-13:00 (15×), Di 15:00-16:30 (15×)
• 052112 VU 6 ECTS [ en ] Numerical High Performance Algorithms
  Gansterer, Di 13:15-14:45 (14×), Do 13:15-14:45 (11×)
• 052311 VU 6 ECTS [ en ] Data Mining
  Kriege, Di 15:00-16:30 (15×), Do 13:15-14:45 (12×)
• 052316 VU 6 ECTS [ en ] Deep Learning for Natural Language Processing
  Çano, Do 09:45-11:15 (12×), Do 11:30-13:00 (12×)
• 052400 VU 6 ECTS [ en ] ( GEMISCHT ) Information Management & Systems Engineering
  Schikuta, Di 16:45-18:15 (12×)
• 052600 VU 6 ECTS [ en ] Signal and Image Processing
  Grosse-Wentrup, Di 11:30-13:00 (15×), Mi 15:00-16:30 (14×)
• 052617 VU 6 ECTS [ en ] Image Processing and Image Analysis
  Möller, Di 09:45-11:15 (15×), Do 09:45-11:15 (12×)
• 052800 VU 6 ECTS [ en ] Parallel Computing
  Bajrovic, Di 15:00-16:30 (15×), Mi 16:45-18:15 (14×)
• 059100 VO 5 ECTS [ de en ] Machines That Understand? Large Language Models and Artificial Intelligence
  Roth, Do 16:45-18:15 (11×)
• 136041 SE 5 ECTS [ de en ] Capabilities and Limitations of language-based AI models
  Roth, Di 09:45-11:15 (15×)
• 250063 VO 6 ECTS [ en ] ( VOR-ORT ) Nonlinear optimization
  Schichl, Di 08:00-09:30 (15×), Mi 08:00-09:30 (14×)
• 250068 VO 5 ECTS [ en ] ( VOR-ORT ) Stochastic processes
  Zweimüller, Mi 16:45-18:15 (14×), Fr 11:30-13:00 (7×)
• 250078 VO 6 ECTS [ en ] ( VOR-ORT ) Quantum Information, Quantum Computing, and Quantum Algorithms
  Schuch, Mo 16:45-18:15 (15×), Fr 11:30-13:00 (13×)
• 250105 VO 5 ECTS [ en ] ( VOR-ORT ) Information Theory
  Grohs, Mo 13:15-14:00 (15×), Mi 13:15-14:45 (14×)
• 250107 PS 2 ECTS [ en ] ( VOR-ORT ) Stochastic Processes
  Zweimüller, Fr 11:30-13:00 (6×)
• 250116 VO 3 ECTS [ en ] ( VOR-ORT ) Introduction to complex network analysis
  Menche, Di 08:00-09:30 (14×)
• 250117 PS 2 ECTS [ en ] ( VOR-ORT ) Introduction to complex network analysis
  Menche, Mo 09:45-11:15 (7×)
• 262001 VO 6 ECTS [ en ] Numerical Mathematics 1
  Exl, Mo 10:30-12:00 (14×), Mi 10:30-12:00 (13×)
• 262002 UE 6 ECTS [ en ] Numerical Mathematics 1 - Exercises
  Kirisits, Mo 12:30-14:00 (14×), Mi 12:30-14:00 (13×)
• 250042 PS 4 ECTS [ en ] ( VOR-ORT ) Quantum Information, Quantum Computing, and Quantum Algorithms
  Garre Rubio, Mi 11:30-13:00 (14×)
• 250115 VO 6 ECTS [ en ] ( VOR-ORT ) Exploring Random Genealogies
  Schertzer, Mo 16:45-18:15 (15×), Di 09:45-11:15 (15×)
• 250166 VO 3 ECTS [ en ] ( VOR-ORT ) Mathematics of Vision and Reinforcement Learning
  Dave, Fr 08:00-09:30 (13×)
• 260115 VU 4 ECTS [ en ] Complex Systems I: Foundations, Concepts and Phenomena
  Thurner, Di 14:00-16:15 (14×)
• 280354 VU 6 ECTS [ en ] Modelling and Data Analysis
  Gasparini, Mi 08:45-10:15 (14×), Mi 14:45-16:45 (14×)

Applications

• 040045 KU 8 ECTS [ en ] ( VOR-ORT ) Econometrics in Finance (MA)
  Gonzato, Di 15:00-16:30 (14×), Do 15:00-16:30 (12×), Mo 08.01. 15:00-16:30
• 040215 KU 8 ECTS [ en ] ( VOR-ORT ) Supply Chain Management (MA)
  Dörner, Mo 09:45-11:15 (15×), Di 08:00-09:30 (2×), Di 09:45-11:15 (15×), Mo 13.11. 08:00-09:30, Mo 13.11. 11:30-13:00
• 040448 PR 4 ECTS [ en ] ( GEMISCHT ) Performance-Analysis (MA)
  Schuster, Di 11:30-13:00 (13×), Di 30.01. 16:45-18:15, Di 30.01. 18:30-20:00, Mi 31.01. 16:45-18:15, Mi 31.01. 18:30-20:00
• 040626 KU 4 ECTS Game Theory (MA)
  Gutjahr, Fr 09:45-11:15 (13×)
• 040775 UK 3 ECTS Biometrie 2 (MA)
  Vogl, Fr 08:00-09:30 (13×)
• 052315 VU 6 ECTS [ en ] Natural Language Processing
  Winiwarter, Mo 11:30-14:45 (14×)
• 052511 VU 6 ECTS [ en ] Cloud Computing
  Bajrovic, Mi 09:45-11:15 (14×), Do 18:30-20:00 (12×)
• 053530 VU 6 ECTS [ de en ] Statistische Methoden der Bioinformatik
  von Haeseler, Di 03.10. 10:00-11:00, Do 12:00-14:00 (12×), Di 10:00-12:00 (14×)
• 070263 UE 5 ECTS [ en ] Reading Course Digital Humanities - Theory and Concepts in the Digital Humanities
  Wallnig, Fr 11:15-12:45 (13×)
• 180083 VO-L 3 ECTS [ en ] Cognitive Science - Introduction and Basic Concepts
  Peschl
• 180147 SE 2 ECTS [ en ] ( VOR-ORT ) Introduction to Cognitive Science I
  Zimmermann
• 180150 VO 1 ECTS [ en ] ( VOR-ORT ) MEi:CogSci Cognitive Science Lecture Series
  Peschl, Di 18:30-20:30 (15×)
• 180160 SE 6 ECTS [ en ] ( VOR-ORT ) New Trends in Cognitive Science - The predictive coding approach to mind/cognition
  Sladky, Fr 11:30-13:00 (8×)
• 180161 SE 4 ECTS [ en ] ( VOR-ORT ) MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
  Vasileiadi
• 200144 SE 4 ECTS [ en ] Anwendungsseminar: Geist und Gehirn - fMRi preprocessing
  Crone, Do 15:00-16:30 (12×)
• 262003 VO 3 ECTS [ en ] Introduction to Computational Meteorology
  Weißmann, Mo 02.10. 10:00-12:00, Mo 02.10. 13:00-15:00, Mo 02.10. 15:30-17:30, Di 03.10. 10:00-12:00, Di 03.10. 13:00-15:00, Mi 04.10. 10:00-12:00, Mi 04.10. 13:00-15:00, Mi 04.10. 15:30-17:30, Do 05.10. 10:00-12:00, Fr 06.10. 10:00-12:00, Fr 06.10. 13:00-15:00, Fr 06.10. 15:30-17:30
• 262005 VO 3 ECTS [ en ] Introduction to Computational Biology and Drug Discovery
  Kirchmair, Do 09:45-13:00 (6×)
• 262006 UE 3 ECTS [ en ] ( VOR-ORT ) Introduction to Computational Biology and Drug Discovery - Exercises
  Baltazar de Lima de Sousa, Do 09:45-13:00 (5×)
• 270237 PR 4 ECTS [ de en ] Forschungsbeispiel in Theoretischer Chemie
  Gonzalez Herrero
• 290051 VO 5 ECTS Klimawandel: bio-physikalische und gesellschaftliche Grundlagen
  Glade, Di 16:45-18:15 (13×)
• 301169 SE 5 ECTS [ en ] ( VOR-ORT ) Applied Machine Learning for biological problems
  Pfundner, Do 11:30-13:00 (10×), Do 13:15-14:45 (2×)
• 340320 VO 4 ECTS [ en ] Maschinelle Translation
  Ciobanu, Di 09:45-11:15 (11×)