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

040721 UK 3 ECTS [ en ] ( ON-SITE ) Selected Topics in Statistics

Krivobokova, Th 15:00-16:30 (14×)
040723 UK 3 ECTS ( REMOTE ) Financial and Insurance Mathematics

Klein, Tu 11:30-13:00 (12×), Mo 31.01. 13:15-14:45
040771 UK 4 ECTS ( ON-SITE ) Case Studies in Statistics

Wassermann, We 16:45-18:15 (13×), We 18:30-20:00 (3×)
040772 UK 4 ECTS [ en ] ( ON-SITE ) Complex Statistical Methods

Krivobokova, Tu 13:15-14:45 (12×)
052100 VU 3 ECTS [ en ] ( MIXED ) Algorithms and Data Structures 2

Hanauer, Mo 09:45-11:15 (13×), Mo 31.01. 11:30-13:00, Th 10.02. 11:30-13:00
052101 VU 3 ECTS [ en ] ( MIXED ) Numerical Algorithms

Gansterer, Th 09:45-11:15 (14×)
052111 VU 6 ECTS [ en ] ( ON-SITE ) Advanced Algorithms

Kale, Mo 11:30-13:00 (14×), Tu 15:00-16:30 (12×)
052112 VU 6 ECTS [ en ] ( MIXED ) Numerical High Performance Algorithms

Gansterer, Tu 13:15-14:45 (12×), Th 13:15-14:45 (14×)
052311 VU 6 ECTS [ en ] ( MIXED ) Data Mining

Kriege, Tu 15:00-16:30 (12×), Th 08:00-09:30 (14×)
052400 VU 6 ECTS [ en ] ( MIXED ) Information Management & Systems Engineering

Schikuta, Tu 16:45-18:15 (9×)
052600 VU 6 ECTS [ en ] ( MIXED ) Signal and Image Processing

Grosse-Wentrup, Tu 11:30-13:00 (12×), We 15:00-16:30 (13×)
052617 VU 6 ECTS [ en ] ( MIXED ) Image Processing and Image Analysis

Möller, Tu 09:45-11:15 (12×), Th 09:45-11:15 (14×)
052800 VU 6 ECTS [ en ] ( MIXED ) Parallel Computing

Bajrovic, Tu 15:00-16:30 (12×), We 16:45-18:15 (13×)
250063 VO 6 ECTS [ en ] ( REMOTE ) Nonlinear optimization

Neumaier, Tu 16:30-18:00 (12×), We 13:15-14:45 (13×)
250068 VO 5 ECTS [ en ] ( MIXED ) Stochastic processes

Berestycki, Fr 12:30-13:15 (16×), Th 09:45-11:15 (13×)
250078 VO 6 ECTS [ en ] ( ON-SITE ) Quantum Information, Quantum Computing, and Quantum Algorithms

Schuch, We 13:15-14:45 (13×), Th 13:15-14:45 (14×)
250085 VU 7 ECTS [ en ] ( MIXED ) Tensor methods for data science and scientific computing

Kazeev, Mo 13:15-14:45 (14×), Th 11:30-13:00 (14×)
250106 VO 3 ECTS [ en ] ( MIXED ) Neural Network Theory

Petersen, Mo 16:45-18:15 (14×)
250108 VO 5 ECTS [ en ] ( MIXED ) Mathematical ecology and pattern formation

Schertzer, We 17:15-18:00 (13×), Th 16:45-18:15 (13×)
250115 VO 3 ECTS [ en ] ( ON-SITE ) Mathematical models of chemical and metabolic networks

Müller, We 13:15-14:45 (13×)
250116 VO 3 ECTS [ en ] ( MIXED ) Introduction to complex network analysis

Menche, We 09:45-11:15 (12×)
250117 PS 2 ECTS [ en ] ( MIXED ) Introduction to complex network analysis

Menche, Th 15:00-15:45 (14×)
400028 SE 5 ECTS [ en ] ( ON-SITE ) A critical appropriation of big data: Political economy at the crossroads of new methods - SE Methods for Doctoral Canditates

Grigera, Mo 25.10. 09:45-16:00, We 27.10. 09:45-16:00, Th 28.10. 09:45-16:00, Fr 29.10. 09:45-16:00

Applications

040045 KU 8 ECTS [ en ] ( ON-SITE ) Econometrics in Finance (MA)

Hautsch, Tu 09:45-11:15 (12×), Tu 13:15-14:45 (12×), Th 13:15-14:45 (13×), Th 11.11. 12:30-14:00
040215 KU 8 ECTS [ en ] ( REMOTE ) Supply Chain Management (MA)

Dörner, Mo 09:45-11:15 (12×), Mo 11:30-13:00 (13×), Mo 13.12. 15:00-16:30, Mo 13.12. 16:45-18:15
040775 UK 3 ECTS ( REMOTE ) Biometrics 2

Vogl, Fr 08:00-09:30 (16×)
052315 VU 6 ECTS [ en ] ( REMOTE ) Natural Language Processing

Winiwarter
053530 VU 6 ECTS [ de en ] ( ON-SITE ) Statistical methods in bioinformatics

von Haeseler, Tu 10:00-12:00 (12×), Th 12:00-14:00 (13×)
070263 UE 5 ECTS [ en ] ( REMOTE ) Reading course - Theory and Concepts in the Digital Humanities

Wallnig, Fr 12:30-14:00 (15×)
180110 VO 3 ECTS [ en ] ( REMOTE ) Cognitive Science - Introduction and Basic Concepts

Peschl
180147 SE 2 ECTS [ en ] ( REMOTE ) Introduction to Cognitive Science I

Zimmermann
180150 VO 1 ECTS [ en ] ( REMOTE ) MEi:CogSci Cognitive Science Lecture Series

Peschl, Tu 18:30-20:30 (12×)
180160 SE 6 ECTS [ en ] ( MIXED ) New Trends in Cognitive Science - The predictive coding approach to mind/cognition

Sladky, Fr 11:30-13:00 (9×)
180161 SE 4 ECTS [ en ] ( REMOTE ) MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)

Vasileiadi, We 18:00-20:30 (11×)
260082 VU 5 ECTS [ en ] ( ON-SITE ) Quantum Machine Learning for Computational Materials Design

von Lilienfeld-Toal, Th 08:00-10:30 (13×)
269004 VO 3 ECTS [ en ] ( ON-SITE ) Computational Concepts in Biology I

Rattei, We 16:45-18:15 (10×)
270010 PR 3 ECTS ( ON-SITE ) Laboratory Course: Analysis of Large Datasets of "omics"-type Experiments

Gerner, Mo 18.10. 10:00-12:00, We 20.10. 10:45-12:45
270080 VO+UE 4 ECTS [ en ] ( MIXED ) Machine learning for molecules and materials - with an introduction to python

Marquetand
270089 UE 4 ECTS [ de en ] ( ON-SITE ) Research Examples from Theoretical Chemistry

Gonzalez Herrero
301060 UE 5 ECTS [ en ] ( ON-SITE ) Practical course on bioinformatics of microbial genomes and metagenomes

Rattei, Tu 13:15-14:45 (12×)
301599 UE 3 ECTS ( MIXED ) Laboratory Course: Bioinformatics

Badelt, Mo 24.01. 09:00-12:00, Mo 24.01. 13:00-17:00, Tu 25.01. 09:00-12:00, Tu 25.01. 13:00-17:00, We 26.01. 09:00-12:00, We 26.01. 13:00-17:00, Th 27.01. 09:00-12:00, Th 27.01. 13:00-17:00, Fr 28.01. 09:00-12:00, Fr 28.01. 13:00-17:00
400028 SE 5 ECTS [ en ] ( ON-SITE ) A critical appropriation of big data: Political economy at the crossroads of new methods - SE Methods for Doctoral Canditates

Grigera, Mo 25.10. 09:45-16:00, We 27.10. 09:45-16:00, Th 28.10. 09:45-16:00, Fr 29.10. 09:45-16:00

Last modified: Fr 14.01.2022 01:03