Universität Wien

Master Data Science (645 [1])

Siehe auch
> Informationen für Studienanfänger*innen
> Curriculum und Informationen zum Studium
> Informationen zur Lehrveranstaltungs- und Prüfungsanmeldung
> Ansicht nach Semesterplan

CORE Module (30 ECTS)
IML Introduction to Machine Learning (6 ECTS)
053613 VU [en] Introduction to Machine Learning
SDS Statistics for Data Science (6 ECTS)
053614 VU [en] Statistics for Data Science
MDS Mathematics of Data Science (4 ECTS)
053611 VU [en] Mathematics of Data Science
OMD Optimisation Methods for Data Science (4 ECTS)
053612 VU [en] (VOR-ORT) Optimisation Methods for Data Science
MMD Mining Massive Data (6 ECTS)
VED Visual and Exploratory Data Analysis (4 ECTS)
Doing Data Science, Ethical and Legal Issues (28 ECTS)
DEL Doing Data Science, Ethical and Legal Issues (12 ECTS)
040172 VU [en] (VOR-ORT) Doing Data Science (MA)
DAP Data Analysis Project and Seminar (16 ECTS)
Data Analysis Project
053631 LP [en] Data Analysis Project
Research Seminar
040182 SE [en] (VOR-ORT) Research Seminar (MA) - New developments in platform analytics
136033 SE [en] Computational Methods for Text Stemmatology
250144 SE [en] (VOR-ORT) Seminar Mathematical Data Science
Specialisation in Areas of Data Science (34 ECTS)
SAD Specialisation in Areas of Data Science (34 ECTS)
Foundations
040721 UK [en] (VOR-ORT) Ausgewählte Kapitel der Statistik (MA)
040723 UK (GEMISCHT) Finanz- und Versicherungsmathematik (MA)
040770 UK [de en] (VOR-ORT) Wahrscheinlichkeitstheorie 1 (MA)
040771 UK (VOR-ORT) Statistische Fallstudien (MA)
040772 UK [en] (VOR-ORT) Komplexe statistische Methoden (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] Information Management & Systems Engineering
052600 VU [en] Signal and Image Processing
052617 VU [en] Image Processing and Image Analysis
052800 VU [en] Parallel Computing
250042 PS [en] (VOR-ORT) Quantum Information, Quantum Computing, and Quantum Algorithms
250063 VO [en] (VOR-ORT) Nonlinear optimization
250068 VO [en] (VOR-ORT) Stochastic processes
250078 VO [en] (VOR-ORT) Quantum Information, Quantum Computing, and Quantum Algorithms
250085 VO [en] (VOR-ORT) Tensor methods for data science and scientific computing
250107 PS [en] (VOR-ORT) Stochastic Processes
250116 VO [en] (GEMISCHT) Introduction to complex network analysis
250117 PS [en] (GEMISCHT) Introduction to complex network analysis
Applications
040045 KU [en] (VOR-ORT) Econometrics in Finance (MA)
040215 KU [en] (VOR-ORT) Supply Chain Management (MA)
040626 KU (DIGITAL) Game Theory (MA)
040775 UK (VOR-ORT) Biometrie 2 (MA)
052315 VU [en] (DIGITAL) Natural Language Processing
052317 VU [en] Neuroinformatics: Machine Learning for Neuronal Data Analysis
052412 VU [en] Business Intelligence II
052511 VU [en] Cloud Computing
052515 VU [en] Patterns and Artificial Intelligence for Cloud and Cloud-Edge Continuum
053530 VU [de en] Statistische Methoden der Bioinformatik
070263 UE [en] Reading course Digital Humanities - Theory and Concepts in the Digital Humanities
180054 VO [en] Cognitive Science - Introduction and Basic Concepts
180147 SE [en] (VOR-ORT) Introduction to Cognitive Science I
180150 VO [en] (VOR-ORT) MEi:CogSci Cognitive Science Lecture Series
180160 SE [en] (GEMISCHT) New Trends in Cognitive Science - The predictive coding approach to mind/cognition
180161 SE [en] (GEMISCHT) MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
300311 VO (VOR-ORT) Bioinformatik für die Analyse mikrobieller Genome, Metagenome und Metatranskriptome
301060 UE [en] (VOR-ORT) Praktische Übungen zur Bioinformatik mikrobieller Genome und Metagenome
340320 VO [en] Maschinelle Translation
Masterseminar (2 ECTS)
MAS Masterseminar (2 ECTS)
053640 SE [en] Master's Seminar

Letzte Änderung: Fr 13.01.2023 01:01