Master Data Science (645 [1])

CORE Module (30 ECTS)

Modul IML Introduction to Machine Learning (6 ECTS)

Modul SDS Statistics for Data Science (6 ECTS)

Modul MDS Mathematics of Data Science (4 ECTS)

Modul OMD Optimisation Methods for Data Science (4 ECTS)

Modul MMD Mining Massive Data (6 ECTS)

• 053621 VU 6 ECTS [ en ] Mining Massive Data
  Tschiatschek, Fr 09:45-11:15 (14×), Mo 09:45-11:15 (14×)

Modul VED Visual and Exploratory Data Analysis (4 ECTS)

• 053622 VU 4 ECTS [ en ] Visual and Exploratory Data Analysis
  Möller, Di 11:30-13:00 (15×), Fr 11:30-13:00 (7×), Fr 01.07. 09:45-16:30

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

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

• 040309 VU 6 ECTS [ en ] ( GEMISCHT ) Doing Data Science (MA)
  Ehmke, Di 13:15-14:45 (15×), Mi 15:00-16:30 (16×)
• 053620 VU 6 ECTS [ en ] ( DIGITAL ) Data Ethics and Legal Issues
  Hannesschläger, Mo 14:00-17:00 (12×), Mo 15:00-18:00 (2×)

Modul DAP Data Analysis Project and Seminar (16 ECTS)

• 053631 LP 12 ECTS [ en ] Data Analysis Project
  Dimmery
• 136033 SE 4 ECTS [ en ] ( GEMISCHT ) Linked data in the Humanities
  Kahn, Mo 15:05-18:15 (14×)

Specialisation in Areas of Data Science (34 ECTS)

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

Foundations

• 040222 SE 3 ECTS [ en ] Seminar aus Statistik im Masterstudium
  Cuchiero, Do 12.05. 13:15-14:45, Mi 11:30-13:00 (6×)
• 040972 UK 6 ECTS [ de en ] Wahrscheinlichkeitstheorie 2
  Leeb, Do 08:00-11:15 (14×), Mo 09:00-11:15 (14×)
• 040973 UK 4 ECTS Multivariate Zeitreihenanalyse
  Reschenhofer, Di 08:00-11:15 (15×)
• 040974 UK 3 ECTS [ en ] ( DIGITAL ) Methods of Decision Support
  Gutjahr, Mi 15:00-16:30 (16×)
• 052100 VU 3 ECTS [ en ] Algorithms and Data Structures 2
  Kale, Mo 09:45-11:15 (14×)
• 052101 VU 3 ECTS [ en ] Numerical Algorithms
  Gansterer, Do 13:15-14:45 (14×)
• 052113 VU 6 ECTS [ en ] Software Tools for Computational and Data Science
  Schabauer, Mi 18:30-20:00 (16×), Mo 18:30-20:00 (14×)
• 052114 VU 6 ECTS [ en ] ( DIGITAL ) Distributed and Parallel Algorithms
  Paz, Di 13:15-14:45 (15×), Mo 16:45-18:15 (14×)
• 052400 VU 6 ECTS [ en ] ( GEMISCHT ) Information Management & Systems Engineering
  Schikuta, Do 11:30-13:00 (10×)
• 052600 VU 6 ECTS [ en ] Signal and Image Processing
  Grosse-Wentrup, Di 15:00-16:30 (15×), Mi 15:00-16:30 (16×)
• 052800 VU 6 ECTS [ en ] Parallel Computing
  Bajrovic, Di 11:30-13:00 (15×), Mi 18:30-20:00 (16×)
• 052811 VU 6 ECTS [ en ] Program Optimisations and Runtime Systems
  Mehofer, Mo 15:00-16:30 (14×)
• 052812 VU 6 ECTS [ en ] High Performance Computing
  Bajrovic, Mi 09:45-11:15 (16×), Mo 13:15-14:45 (14×), Mi 15:00-18:15 (2×)
• 052813 VU 6 ECTS [ en ] Scientific Data Management
  Kriege, Di 15:00-16:30 (15×), Mi 18:30-20:00 (16×)
• 136041 SE 6 ECTS [ en ] Topics in Deep Learning and Natural Language Processing
  Roth, Do 09:45-11:15 (13×)
• 250031 VU 7 ECTS [ en ] Modelling Interacting Particle Systems in Science
  Merino Aceituno
• 250039 VO 6 ECTS [ en ] ( DIGITAL ) Artificial Intelligence
  Neumaier, Di 13:15-14:45 (15×), Mi 09:45-11:15 (16×)
• 250078 VO 7 ECTS [ en ] Advanced numerical analysis
  Kazeev, Di 16:45-18:15 (15×), Mo 16:45-18:15 (14×)
• 250110 VO 3 ECTS [ en ] Introduction to Reinforcement Learning
  Dave, Fr 09:45-11:15 (14×)

Applications

• 040975 UK 3 ECTS Biometrie 1
  Frommlet, Mo 15:00-16:30 (14×)
• 052113 VU 6 ECTS [ en ] Software Tools for Computational and Data Science
  Schabauer, Mi 18:30-20:00 (16×), Mo 18:30-20:00 (14×)
• 052315 VU 6 ECTS [ en ] ( DIGITAL ) Natural Language Processing
  Winiwarter
• 052611 VU 6 ECTS [ en ] ( GEMISCHT ) Multimedia Content Management
  Klas, Fr 09:45-11:15 (14×), Mo 11:30-13:00 (14×)
• 053520 VU 6 ECTS [ en ] ( GEMISCHT ) Algorithmische Bioinformatik
  von Haeseler, Di 10:00-12:00 (15×), Fr 09:30-11:30 (10×), Fr 09:45-11:15 (4×)
• 053521 VU 6 ECTS [ en ] ( GEMISCHT ) Sequenz- und Struktur-Bioinformatik
  Rattei, Di 01.03. 10:00-12:00, Do 14:00-18:15 (4×), Do 13:15-18:15 (4×)
• 136020 VO 5 ECTS [ de en ] Introduction to Digital Humanities
  Fellner, Di 16:45-18:15 (13×)
• 136021 UE 5 ECTS ( GEMISCHT ) Lektürekurs zur Ringvorlesung (Digital Humanities)
  Resch, Mi 11:30-13:00 (16×)
• 180007 VO 3 ECTS [ en ] Introduction to Cognitive Psychology
  Ditye, Fr 11:30-13:00 (12×)
• 269019 VO 3 ECTS [ en ] Computational Concepts in Chemistry II
  Badelt
• 269020 VO 3 ECTS [ en ] Computational Concepts in Biology II
  Rattei, Mi 16:30-18:30 (13×)
• 270007 SE 3 ECTS Aktuelle Aspekte der Umwelt- und Radiochemie
  Jirsa
• 270028 SE+UE 6 ECTS Forschungsbeispiel aus theoretischer Materialchemie und Polymerchemie und -charakterisierung
  Bismarck
• 270034 PR 4 ECTS Praktikum zur Bioinformatik der Nukleinsäuren
  Lorenz
• 270037 VO 1 ECTS Chemieinformatik
  Flamm
• 270038 UE 2 ECTS Übungen zu Chemieinformatik
  Flamm
• 270054 VO 3 ECTS Bioinformatik der Nukleinsäuren
  Hofacker, Fr 11:30-13:00 (14×)
• 270089 UE 4 ECTS [ de en ] Forschungsbeispiele aus der Theoretischen Chemie
  Gonzalez Herrero
• 270117 VO 3 ECTS [ en ] Modern Quantum Chemistry
  Mai
• 270127 VU 3 ECTS [ en ] Introduction to metabolic modelling
  Zanghellini, Mi 18:00-21:00 (6×)
• 270135 VU 3 ECTS *omics Integration
  Zanghellini, Mo 16:00-19:00 (8×)
• 270164 VO 3 ECTS Bioinformatische Auswertungsstrategien
  Gerner, Mo 10:15-11:45 (14×)
• 270274 UE 3 ECTS Übungen zur Computersimulation von Biopolymeren
  Boresch, Mi 12:00-12:45 (4×)
• 270275 VO 3 ECTS Computersimulation von Biopolymeren
  Boresch, Mi 12:45-14:15 (11×)
• 300026 SE 3 ECTS [ en ] Computational methods in microbial ecology
  Berry, Mi 13:15-16:00 (16×)
• 301186 VO 3 ECTS [ en ] Structural Bioinformatics II
  Carugo

Masterseminar (2 ECTS)

Modul MAS Masterseminar (2 ECTS)

• 053640 SE 2 ECTS [ en ] Master's Seminar
  Möller