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

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×)
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×)

Last modified: Fr 28.06.2024 00:39