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

040158 KU 8 ECTS [ en ] Advanced Operations Research (MA)

Bomze, Th 11:30-13:00 (14×), Mo 11:30-13:00 (12×)
040222 SE 3 ECTS [ en ] Seminar in Statistics for Master Studies

Cuchiero, Mo 11:30-13:00 (8×), Th 13:15-14:45 (2×), Fr 26.05. 09:45-11:15
040694 UK 5 ECTS ( REMOTE ) Nonparametric Inference and Resampling (MA)

Jirak, Th 11:30-13:00 (14×), Tu 11:45-12:30 (14×)
040968 UK 4 ECTS [ en ] Graph Algorithms and Network Flows (MA)

Pflug, We 13:15-14:45 (16×)
040972 UK 6 ECTS [ en ] Probabiltiy Theory 2 (MA)

Finocchio, Th 02.03. 09:00-11:15, Mo 09:00-11:15 (12×), Th 08:00-11:15 (11×), Th 11.05. 09:00-09:45, Th 29.06. 09:00-10:30
040973 UK 4 ECTS Multivariate Time Series Analysis (MA)

Mangat, Tu 08:00-11:15 (13×)
040974 UK 3 ECTS [ en ] ( REMOTE ) Methods of Decision Support (MA)

Gutjahr, We 15:00-16:30 (16×)
052100 VU 3 ECTS [ en ] Algorithms and Data Structures 2

Goranci, Mo 09:45-11:15 (12×)
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 (12×)
052114 VU 6 ECTS [ en ] Distributed and Parallel Algorithms

Kriege, Mo 16:45-18:15 (12×), Tu 13:15-14:45 (14×)
052400 VU 6 ECTS [ en ] ( MIXED ) Information Management & Systems Engineering

Schikuta, Th 11:30-13:00 (10×), Th 11.05. 12:00-13:00
052500 VU 6 ECTS [ en ] Distributed Systems Engineering

Zdun, Tu 11:30-13:00 (14×), Tu 15:00-16:30 (9×), Fr 13:15-14:45 (9×), We 26.04. 20:15-21:30
052600 VU 6 ECTS [ en ] Signal and Image Processing

Grosse-Wentrup, We 15:00-16:30 (16×), Tu 15:00-16:30 (14×), Tu 09.05. 13:15-14:45, We 21.06. 13:15-14:45
052800 VU 6 ECTS [ en ] Parallel Computing

Bajrovic, We 18:30-20:00 (9×), Tu 11:30-13:00 (6×)
052811 VU 6 ECTS [ en ] Program Optimisations and Runtime Systems

Mehofer, Mo 15:00-16:30 (10×), Th 16:45-18:15 (8×)
052812 VU 6 ECTS [ en ] High Performance Computing

Bajrovic, We 09:45-11:15 (9×), Mo 13:15-14:45 (2×)
052813 VU 6 ECTS [ en ] Scientific Data Management

Kriege, We 18:30-20:00 (16×), Tu 15:00-16:30 (14×)
053020 VU 6 ECTS Advanced Software Engineering

Gr. 1 [ en ] Zdun, Th 15:00-16:30 (12×), We 11:30-13:00 (6×), Mo 15.05. 11:30-13:00, Mo 15.05. 13:15-14:45, Mo 15.05. 15:00-16:30, Tu 16.05. 09:45-11:15, Tu 16.05. 13:15-14:45, Th 25.05. 09:45-11:15

Gr. 2 [ en ] Zdun, Th 15:00-16:30 (12×), We 13:15-14:45 (6×), Mo 15.05. 11:30-13:00, Mo 15.05. 13:15-14:45, Mo 15.05. 15:00-16:30, Tu 16.05. 09:45-11:15, Tu 16.05. 13:15-14:45, Th 25.05. 09:45-11:15, We 28.06. 11:30-13:00

Gr. 3 [ en ] Zdun, Th 15:00-16:30 (12×), We 15:00-16:30 (6×), Mo 15.05. 11:30-13:00, Mo 15.05. 13:15-14:45, Mo 15.05. 15:00-16:30, Tu 16.05. 09:45-11:15, Tu 16.05. 13:15-14:45, Th 25.05. 09:45-11:15, We 28.06. 11:30-13:00

Gr. 4 [ en ] Zdun, Th 15:00-16:30 (12×), We 16:45-18:15 (6×), Mo 15.05. 11:30-13:00, Mo 15.05. 13:15-14:45, Mo 15.05. 15:00-16:30, Tu 16.05. 09:45-11:15, Tu 16.05. 13:15-14:45, Th 25.05. 09:45-11:15, We 28.06. 11:30-13:00

Gr. 5 [ en ] Zdun, Th 15:00-16:30 (12×), Th 09:45-11:15 (7×), Mo 15.05. 11:30-13:00, Mo 15.05. 13:15-14:45, Mo 15.05. 15:00-16:30, Tu 16.05. 09:45-11:15, Tu 16.05. 13:15-14:45, We 28.06. 11:30-13:00

Gr. 6 [ en ] Zdun, Th 15:00-16:30 (11×), We 18:30-20:00 (6×), Mo 15.05. 11:30-13:00, Mo 15.05. 13:15-14:45, Mo 15.05. 15:00-16:30, Tu 16.05. 09:45-11:15, Tu 16.05. 13:15-14:45, Th 25.05. 09:45-11:15, We 28.06. 11:30-13:00
136041 SE 6 ECTS [ en ] Topics in Deep Learning and Natural Language Processing

Roth, Th 09:45-11:15 (14×)
250042 VU 7 ECTS [ en ] Mathematics of Machine Learning

Petersen, Fr 16:45-18:15 (16×), Tu 16:45-18:15 (14×)
250078 VO 7 ECTS [ en ] Advanced numerical analysis

Mauser, We 13:15-14:45 (16×), Mo 15:00-16:30 (12×)
250115 VO 5 ECTS [ en ] Dynamical Systems and Nonlinear Differential Equations

Zweimüller, Mo 13:15-14:45 (12×), Tu 11:30-12:15 (14×)
250123 VU 7 ECTS [ en ] Image Processing

Kirisits, We 08:00-09:30 (16×), Th 08:00-09:30 (14×)
250124 VO 3 ECTS [ en ] Graph Algorithms and Machine Learning

Dave, Fr 16:00-17:30 (14×), Fr 23.06. 15:00-17:30
250126 VO 5 ECTS [ en ] Mathematical ecology and pattern formation

Schertzer, Fr 09:45-10:30 (16×), Mo 16:45-18:15 (12×)
280352 VU 5 ECTS [ en ] Climate Data Analysis

Haimberger, We 11:00-12:00 (16×), Mo 11:00-13:00 (12×)

Applications

040121 UK 4 ECTS [ en ] Applied Econometrics 1

Sögner, Th 13:15-14:45 (6×), Mo 08:00-09:30 (5×), Tu 11:30-13:00 (5×)
040217 KU 4 ECTS Data Analysis on Organization and Personnel (MA)

Gr. 1 [ en ] Heluo, Mo 11:30-13:00 (2×), Mo 13:15-14:45 (2×), Mo 15:00-16:30 (2×), Tu 18.04. 10:45-12:15, Tu 18.04. 12:30-13:00, Tu 18.04. 15:45-16:30, Tu 18.04. 16:45-18:15, We 19.04. 11:30-13:00, We 19.04. 13:15-14:45, We 19.04. 16:45-18:15, Th 20.04. 11:30-13:00, Th 20.04. 13:15-14:45, Th 20.04. 15:00-16:30, Fr 21.04. 11:30-13:00, Fr 21.04. 13:15-14:45, Fr 21.04. 15:00-16:30, Fr 21.04. 16:45-18:15, Fr 21.04. 18:30-20:00, Mo 24.04. 16:45-18:15, Mo 24.04. 18:30-20:00

Gr. 2 [ en ] Garajali, Mo 09:45-11:15 (5×), We 09:45-11:15 (6×), We 03.05. 11:30-13:00, Mo 08.05. 11:30-13:00, We 31.05. 09:45-13:05
040331 KU 4 ECTS [ en ] Empirical Methods in Decision Sciences (MA)

Engin, We 15:00-16:30 (15×)
040893 KU 8 ECTS [ en ] Supply Chain Management (MA)

Dörner, Mo 09:45-11:15 (12×), Tu 07.03. 08:00-11:15, Tu 09:45-11:15 (13×), Tu 08:00-09:30 (2×), Mo 26.06. 08:00-09:30
040975 UK 3 ECTS Biometrics 1 (MA)

Frommlet, Mo 15:00-16:30 (12×)
040977 SE 4 ECTS [ en ] ( REMOTE ) Seminar in Empirical Finance and Financial Econometrics (MA)

Archakov, Fr 09:45-11:15 (13×), Fr 28.04. 08:00-11:15
052113 VU 6 ECTS [ en ] Software Tools for Computational and Data Science

Schabauer, We 18:30-20:00 (16×), Mo 18:30-20:00 (12×)
052213 VU 6 ECTS [ en ] Image Synthesis

Möller, Th 11:00-13:00 (14×), Tu 11:00-13:00 (14×)
052315 VU 6 ECTS [ en ] Natural Language Processing

Winiwarter, Mo 11:30-14:45 (11×)
052611 VU 6 ECTS [ en ] Multimedia Content Management

Klas, Fr 09:45-11:15 (16×), Mo 11:30-13:00 (12×)
053520 VU 6 ECTS [ en ] Algorithmic bioinformatics

von Haeseler, Fr 09:30-11:30 (16×), Tu 10:00-12:00 (14×)
053521 VU 6 ECTS [ en ] Bioinformatics of sequences and structures

Rattei, We 01.03. 10:00-11:00, Th 13:15-17:00 (3×), 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 Reading Course for the Lecture Series (Digital Humanities)

Resch, We 09:45-11:15 (16×)
142042 VO 5 ECTS [ en ] A Global History of Drugs in Modern South Asia

Bauer, Th 12:00-14:00 (8×)
180007 VO 3 ECTS [ en ] Introduction to Cognitive Psychology

Ansorge, We 09:45-11:15 (14×)
270034 PR 3 ECTS Practical Course Bioinformatics of Nucleic Acids

Lorenz
270037 VU 4 ECTS Chemical Informatics

Flamm, Tu 17:00-19:00 (14×)
270040 PR 3 ECTS Practical Course: Computersimulation of Biopolymeres

Boresch
270054 VO 2 ECTS Bioinformatics of Nucleic Acids

Hofacker, Fr 11:30-13:00 (16×)
270117 VO 4 ECTS [ en ] Modern Quantum Chemistry

Gonzalez Herrero, Fr 10:00-12:00 (16×)
270190 VU 3 ECTS [ en ] Introduction to metabolic modelling

Zanghellini, Mo 18:00-21:00 (2×)
270194 VU 3 ECTS *omics Integration

Zanghellini
270237 PR 4 ECTS [ de en ] Research Example from Theoretical Chemistry

Gonzalez Herrero
270275 VO 2 ECTS Computer Simulation of Biopolymeres

Boresch, We 13:15-14:45 (12×)
280351 VU 5 ECTS [ en ] Climate Modelling Lab

Voigt, Tu 13:30-14:30 (14×), Tu 14:30-16:30 (14×)
300026 SE 3 ECTS [ en ] Computational methods in microbial ecology

Berry, We 13:15-16:00 (11×)
301186 VO 3 ECTS [ en ] Structural Bioinformatics II

Carugo, Mo 10:00-12:00 (2×), Mo 13:00-16:00 (2×), Tu 10:00-12:00 (2×), Tu 13:00-16:00 (2×), We 07.06. 10:00-12:00, We 07.06. 13:00-16:00
340104 VO 4 ECTS [ en ] Machine translation

Ciobanu, Tu 09:45-11:15 (12×)

Last modified: Fr 30.06.2023 00:53