Universität Wien

Specialisation in Areas of Data Science (34 ECTS)

Please note the instructions for the SAD module

SAD Specialisation in Areas of Data Science (34 ECTS)
Foundations
040556 VO (ON-SITE) Markov Processes (MA)
040559 UE Exercises in Markov Processes (MA)
040721 UK [en] Selected Topics in Statistics (MA)
040723 UK (MIXED) Financial and Insurance Mathematics (MA)
040770 UK [de en] (ON-SITE) Probabiltiy Theory 1 (MA)
040771 UK (ON-SITE) Case Studies in Statistics (MA)
040772 UK [en] Complex Statistical Methods (MA)
052100 VU [en] Algorithms and Data Structures 2
052101 VU [en] Numerical Algorithms
052111 VU [en] Advanced Algorithms
052112 VU [en] Numerical High Performance Algorithms
052311 VU [en] Data Mining
052316 VU [en] Deep Learning for Natural Language Processing
052400 VU [en] (MIXED) Information Management & Systems Engineering
052600 VU [en] Signal and Image Processing
052617 VU [en] Image Processing and Image Analysis
052800 VU [en] Parallel Computing
059100 VO [de en] Machines That Understand? Large Language Models and Artificial Intelligence
136041 SE [de en] Capabilities and Limitations of language-based AI models
250063 VO [en] (ON-SITE) Nonlinear optimization
250068 VO [en] (ON-SITE) Stochastic processes
250078 VO [en] (ON-SITE) Quantum Information, Quantum Computing, and Quantum Algorithms
250105 VO [en] (ON-SITE) Information Theory
250107 PS [en] (ON-SITE) Stochastic Processes
250116 VO [en] (ON-SITE) Introduction to complex network analysis
250117 PS [en] (ON-SITE) Introduction to complex network analysis
262001 VO [en] Numerical Mathematics 1
262002 UE [en] Numerical Mathematics 1 - Exercises
250042 PS [en] (ON-SITE) Quantum Information, Quantum Computing, and Quantum Algorithms
250115 VO [en] (ON-SITE) Exploring Random Genealogies
250166 VO [en] (ON-SITE) Mathematics of Vision and Reinforcement Learning
260115 VU [en] Complex Systems I: Foundations, Concepts and Phenomena
280354 VU [en] Modelling and Data Analysis
Applications
040045 KU [en] (ON-SITE) Econometrics in Finance (MA)
040215 KU [en] (ON-SITE) Supply Chain Management (MA)
040448 PR [en] (MIXED) Performance Analysis (MA)
040626 KU Game Theory (MA)
040775 UK Biometrics 2 (MA)
052315 VU [en] Natural Language Processing
052511 VU [en] Cloud Computing
053530 VU [de en] Statistical methods in bioinformatics
070263 UE [en] Reading course Digital Humanities - Theory and Concepts in the Digital Humanities
180083 VO-L [en] Cognitive Science - Introduction and Basic Concepts
180147 SE [en] (ON-SITE) Introduction to Cognitive Science I
180150 VO [en] (ON-SITE) MEi:CogSci Cognitive Science Lecture Series
180160 SE [en] (ON-SITE) New Trends in Cognitive Science - The predictive coding approach to mind/cognition
180161 SE [en] (ON-SITE) MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
200144 SE [en] Seminar in Applied Psychology: Mind and Brain - fMRi preprocessing
262003 VO [en] Introduction to Computational Meteorology
262005 VO [en] Introduction to Computational Biology and Drug Discovery
262006 UE [en] (ON-SITE) Introduction to Computational Biology and Drug Discovery - Exercises
270237 PR [de en] Research Example from Theoretical Chemistry
290051 VO Climate Change: Bio-Physical and Social Fundamentals
301169 SE [en] (ON-SITE) Applied Machine Learning for biological problems
340320 VO [en] Machine translation

Last modified: Fr 12.01.2024 00:44