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

Students will be introduced to the state of the art in the field of the informatics and/or mathematical and/or statistical fundamentals of Data Science and will gain in-depth competence in specific fields of application, e.g. human sciences, language processing, finance, medicine, physics or computational science.

Students choose courses totalling 34 ECTS in the fields of Foundations and Applications. At least 12 ECTS must be completed in each of these areas.

If courses other than those listed below are chosen, they must be approved in advance (!) by the Studienprogrammleitung.

Please note:
(1) Participation in courses from other studies is subject to availability.
(2) Possible participation requirements (prerequisites) from other curricula apply.
(3) Not all courses are offered in English. Please note the information on the language of instruction in the course description (Details).

Foundations

040222 SE 3 ECTS [ en ] Seminar in Statistics for Master Studies

Cuchiero, Th 12.05. 13:15-14:45, We 11:30-13:00 (6×)
040972 UK 6 ECTS [ de en ] Probabiltiy Theory 2

Leeb, Th 08:00-11:15 (14×), Mo 09:00-11:15 (14×)
040973 UK 4 ECTS Multivariate Time Series Analysis

Reschenhofer, Tu 08:00-11:15 (15×)
040974 UK 3 ECTS [ en ] ( REMOTE ) Methods of Decision Support

Gutjahr, We 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, Th 13:15-14:45 (14×)
052113 VU 6 ECTS [ en ] Software Tools for Computational and Data Science

Schabauer, We 18:30-20:00 (16×), Mo 18:30-20:00 (14×)
052114 VU 6 ECTS [ en ] ( REMOTE ) Distributed and Parallel Algorithms

Paz, Tu 13:15-14:45 (15×), Mo 16:45-18:15 (14×)
052400 VU 6 ECTS [ en ] ( MIXED ) Information Management & Systems Engineering

Schikuta, Th 11:30-13:00 (10×)
052600 VU 6 ECTS [ en ] Signal and Image Processing

Grosse-Wentrup, Tu 15:00-16:30 (15×), We 15:00-16:30 (16×)
052800 VU 6 ECTS [ en ] Parallel Computing

Bajrovic, Tu 11:30-13:00 (15×), We 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, We 09:45-11:15 (16×), Mo 13:15-14:45 (14×), We 15:00-18:15 (2×)
052813 VU 6 ECTS [ en ] Scientific Data Management

Kriege, Tu 15:00-16:30 (15×), We 18:30-20:00 (16×)
136041 SE 6 ECTS [ en ] Topics in Deep Learning and Natural Language Processing

Roth, Th 09:45-11:15 (13×)
250031 VU 7 ECTS [ en ] Modelling Interacting Particle Systems in Science

Merino Aceituno
250039 VO 6 ECTS [ en ] ( REMOTE ) Artificial Intelligence

Neumaier, Tu 13:15-14:45 (15×), We 09:45-11:15 (16×)
250078 VO 7 ECTS [ en ] Advanced numerical analysis

Kazeev, Tu 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 Biometrics 1

Frommlet, Mo 15:00-16:30 (14×)
052113 VU 6 ECTS [ en ] Software Tools for Computational and Data Science

Schabauer, We 18:30-20:00 (16×), Mo 18:30-20:00 (14×)
052315 VU 6 ECTS [ en ] ( REMOTE ) Natural Language Processing

Winiwarter
052611 VU 6 ECTS [ en ] ( MIXED ) Multimedia Content Management

Klas, Fr 09:45-11:15 (14×), Mo 11:30-13:00 (14×)
053520 VU 6 ECTS [ en ] ( MIXED ) Algorithmic bioinformatics

von Haeseler, Tu 10:00-12:00 (15×), Fr 09:30-11:30 (10×), Fr 09:45-11:15 (4×)
053521 VU 6 ECTS [ en ] ( MIXED ) Bioinformatics of sequences and structures

Rattei, Tu 01.03. 10:00-12:00, Th 14:00-18:15 (4×), Th 13:15-18:15 (4×)
136020 VO 5 ECTS [ de en ] Lecture Series: Introduction to Digital Humanities

Fellner, Tu 16:45-18:15 (13×)
136021 UE 5 ECTS ( MIXED ) Reading Course for the Lecture Series (Digital Humanities)

Resch, We 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, We 16:30-18:30 (13×)
270007 SE 3 ECTS Current Aspects of Environmental and Radio Chemistry

Jirsa
270028 SE+UE 6 ECTS Research examples in theoretical materials chemistry, polymer science and characterisation

Bismarck
270034 PR 4 ECTS Computer Course for Bioinformatics of Nucleic Acids

Lorenz
270037 VO 1 ECTS Cheminformatics

Flamm
270038 UE 2 ECTS Computer Course for Cheminformatics

Flamm
270054 VO 3 ECTS Bioinformatics of Nucleic Acids

Hofacker, Fr 11:30-13:00 (14×)
270089 UE 4 ECTS [ de en ] Research Examples from Theoretical Chemistry

Gonzalez Herrero
270117 VO 3 ECTS [ en ] Modern Quantum Chemistry

Mai
270127 VU 3 ECTS [ en ] Introduction to metabolic modelling

Zanghellini, We 18:00-21:00 (6×)
270135 VU 3 ECTS *omics Integration

Zanghellini, Mo 16:00-19:00 (8×)
270164 VO 3 ECTS Bioinformatic Strategies for Data Evaluation

Gerner, Mo 10:15-11:45 (14×)
270274 UE 3 ECTS Computer laboratory: Computersimulation of Biopolymeres

Boresch, We 12:00-12:45 (4×)
270275 VO 3 ECTS Computer Simulation of Biopolymeres

Boresch, We 12:45-14:15 (11×)
300026 SE 3 ECTS [ en ] Computational methods in microbial ecology

Berry, We 13:15-16:00 (16×)
301186 VO 3 ECTS [ en ] Structural Bioinformatics II

Carugo

Last modified: Fr 24.06.2022 00:56