Universität Wien FIND

Master Data Science (645 [1])

See also
> Information for first-year students
> Curriculum and administrative matters
> How to registrater for courses and exams
> Timetable
> Preparatory Course for Data Science

CORE Modules (30 ECTS)
Module IML Introduction to Machine Learning (6 ECTS)
053613 VU [en] (MIXED) Introduction to Machine Learning
Module SDS Statistics for Data Science (6 ECTS)
053614 VU [en] (MIXED) Statistics for Data Science
Module MDS Mathematics of Data Science (4 ECTS)
053611 VU [en] (REMOTE) Mathematics of Data Science
Module OMD Optimisation Methods for Data Science (4 ECTS)
053612 VU [en] (MIXED) Optimisation Methods for Data Science
Module MMD Mining Massive Data (6 ECTS)
Module VED Visual and Exploratory Data Analysis (4 ECTS)
Doing Data Science, Ethical and Legal Issues (28 ECTS)
Module DEL Doing Data Science, Ethical and Legal Issues (12 ECTS)
040172 VU [en] (MIXED) Doing Data Science (MA)
Module DAP Data Analysis Project and Seminar (16 ECTS)
053631 LP [en] (MIXED) Data Analysis Project
053630 SE [en] (MIXED) Research Seminar - Deep Learning
136033 SE [en] (MIXED) Computational Methods for Text Stemmatology
040182 SE [en] (ON-SITE) Research Seminar (MA) - Meta- and Matheuristics Optimization
Specialisation in Areas of Data Science (34 ECTS)
Module SAD Specialisation in Areas of Data Science (34 ECTS)
Foundations
040721 UK [en] (ON-SITE) Selected Topics in Statistics
040723 UK (REMOTE) Financial and Insurance Mathematics
040771 UK (ON-SITE) Case Studies in Statistics
040772 UK [en] (ON-SITE) Complex Statistical Methods
052100 VU [en] (MIXED) Algorithms and Data Structures 2
052101 VU [en] (MIXED) Numerical Algorithms
052111 VU [en] (ON-SITE) Advanced Algorithms
052112 VU [en] (MIXED) Numerical High Performance Algorithms
052311 VU [en] (MIXED) Data Mining
052400 VU [en] (MIXED) Information Management & Systems Engineering
052600 VU [en] (MIXED) Signal and Image Processing
052617 VU [en] (MIXED) Image Processing and Image Analysis
052800 VU [en] (MIXED) Parallel Computing
250063 VO [en] (REMOTE) Nonlinear optimization
250068 VO [en] (MIXED) Stochastic processes
250078 VO [en] (ON-SITE) Quantum Information, Quantum Computing, and Quantum Algorithms
250085 VU [en] (MIXED) Tensor methods for data science and scientific computing
250106 VO [en] (MIXED) Neural Network Theory
250108 VO [en] (MIXED) Mathematical ecology and pattern formation
250115 VO [en] (ON-SITE) Mathematical models of chemical and metabolic networks
250116 VO [en] (MIXED) Introduction to complex network analysis
250117 PS [en] (MIXED) Introduction to complex network analysis
400028 SE [en] (ON-SITE) A critical appropriation of big data: Political economy at the crossroads of new methods - SE Methods for Doctoral Canditates
Applications
040045 KU [en] (ON-SITE) Econometrics in Finance (MA)
040215 KU [en] (REMOTE) Supply Chain Management (MA)
040775 UK (REMOTE) Biometrics 2
052315 VU [en] (REMOTE) Natural Language Processing
053530 VU [de en] (ON-SITE) Statistical methods in bioinformatics
070263 UE [en] (REMOTE) Reading course - Theory and Concepts in the Digital Humanities
180110 VO [en] (REMOTE) Cognitive Science - Introduction and Basic Concepts
180147 SE [en] (REMOTE) Introduction to Cognitive Science I
180150 VO [en] (REMOTE) MEi:CogSci Cognitive Science Lecture Series
180160 SE [en] (MIXED) New Trends in Cognitive Science - The predictive coding approach to mind/cognition
180161 SE [en] (REMOTE) MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
260082 VU [en] (ON-SITE) Quantum Machine Learning for Computational Materials Design
269004 VO [en] (ON-SITE) Computational Concepts in Biology I
270010 PR (ON-SITE) Laboratory Course: Analysis of Large Datasets of "omics"-type Experiments
270080 VO+UE [en] (MIXED) Machine learning for molecules and materials - with an introduction to python
270089 UE [de en] (ON-SITE) Research Examples from Theoretical Chemistry
301060 UE [en] (ON-SITE) Practical course on bioinformatics of microbial genomes and metagenomes
301599 UE (MIXED) Laboratory Course: Bioinformatics
400028 SE [en] (ON-SITE) A critical appropriation of big data: Political economy at the crossroads of new methods - SE Methods for Doctoral Canditates
Master's Seminar (2 ECTS)
Module MAS Masterseminar (2 ECTS)

Last modified: Fr 14.01.2022 01:03