066 645 Master programme Data Science

  • Show all courses of the academic year of which the selected semester is part of.

2020W-2021S (2018U)

TitlePrecon.HoursECTS
Master programme Data Science https://informatics.tuwien.ac.at/master/data-science/
120.0
Prüfungsfach Data Science - Foundations
36.0
Modul FDS/FD - Fundamentals of Data Science - Foundations
9.0
VU Data-oriented Programming Paradigms
2.03.0
188.995 VU 2020W
Data-oriented Programming Paradigms   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Experiment Design for Data Science
2.03.0
188.992 VU 2020W
Experiment Design for Data Science   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VO Statistical Computing
2.03.0
Modul MLS/FD - Machine Learning and Statistics - Foundations
9.0
VU Advanced Methods for Regression and Classification
3.04.5
105.707 VU 2020W
Advanced Methods for Regression and Classification   Distance Learning
Distance Learning: Course is held predominantly online
3.04.5
VU Machine Learning
3.04.5
184.702 VU 2020W
Machine Learning   Distance Learning
Distance Learning: Course is held predominantly online
3.04.5
Modul BDHPC/FD - Big Data and High Performance Computing - Foundations
9.0
VU Data-intensive Computing
2.03.0
VU Datenbanksysteme Vertiefung
4.06.0
Modul VAST/FD - Visual Analytics and Semantic Technologies - Foundations
9.0
VO Cognitive Foundations of Visualization
2.03.0
193.060 VO 2020W
Cognitive Foundations of Visualization   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Einführung in Semantic Systems
2.03.0
188.399 VU 2020W
Introduction to Semantic Systems   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VO Information Visualization
2.03.0
188.305 VO 2020W
Information Visualization   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
Prüfungsfach Domain-Specific Aspects of Data Science
9.0
Modul DSA - Domain-Specific Aspects of Data Science
9.0
VU Interdisciplinary Lecture Series on Data Science
1.01.0
194.046 VU 2020W
Interdisciplinary Lecture Series on Data Science   Distance Learning
Distance Learning: Course is held predominantly online
1.01.0
PR Interdisciplinary Project in Data Science
4.05.0
4.05.0
VU Domain-Specific Lectures in Data Science
3.0
194.068 VU 2020W
Domain-Specific Lectures in Data Science   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
Prüfungsfach Fundamentals of Data Science - Core and Extension
Modul FDS/CO - Fundamentals of Data Science - Core
6.0
VU Data Acquisition and Survey Methods
2.03.0
VO Data Stewardship
2.03.0
Modul FDS/EX - Fundamentals of Data Science - Extension
es dürfen maximal 18 ECTS absolviert werden
VU Communicating Data
2.03.0
VU Data Center Operations
2.03.0
UE Data Stewardship
2.03.0
VU Internet Security
2.03.0
VU Organizational Aspects of IT-Security
2.03.0
VU Software Security
2.03.0
VU User Research Methoden
2.03.0
193.055 VU 2020W
User Research Methods   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
PR User Research Methoden
2.03.0
193.056 PR 2020W
User Research Methods Project   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Digital Humanism
2.03.0
194.072 VU 2020W
Digital Humanism   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Advanced Cryptography
4.06.0
VU Systems and Applications Security
4.06.0
192.112 VU 2020W
Systems and Applications Security   Distance Learning
Distance Learning: Course is held predominantly online
4.06.0
Prüfungsfach Machine Learning and Statistics - Core and Extension
Modul MLS/CO - Machine Learning and Statistics - Core
6.0
VU Recommender Systems
2.03.0
VU Statistical Simulation and Computer Intensive Methods
2.03.0
2.03.0
Modul MLS/EX - Machine Learning and Statistics - Extension
es dürfen maximal 18 ECTS absolviert werden
VU Advanced Learning Methods
2.03.0
VU Advanced Modeling and Simulation
2.03.0
VO Bayesian Statistics
2.03.0
UE Bayesian Statistics
1.02.0
VU Business Intelligence
4.06.0
188.429 VU 2020W
Business Intelligence   Distance Learning
Distance Learning: Course is held predominantly online
4.06.0
VU Deep Learning for Visual Computing
2.03.0
VO General Regression Models
2.03.0
UE General Regression Models
1.02.0
VU General Regression Models
3.05.0
VU Intelligent Audio and Music Analysis
3.04.5
194.039 VU 2020W
Intelligent Audio and Music Analysis   Distance Learning
Distance Learning: Course is held predominantly online
3.04.5
VO Introduction to Statistical Inference
3.04.5
UE Introduction to Statistical Inference
1.02.0
VU Machine Learning for Visual Computing
3.04.5
3.04.5
VU Mathematical Programming
2.03.0
VU Modeling and Simulation
2.03.0
194.076 VU 2020W
Modeling and Simulation   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VO Multivariate Statistics
3.04.5
107.388 VO 2020W
Multivariate Statistics   Distance Learning
Distance Learning: Course is held predominantly online
3.04.5
UE Multivariate Statistics
1.01.5
107.391 UE 2020W
Multivariate Statistics   Distance Learning
Distance Learning: Course is held predominantly online
1.01.5
VU Problem Solving and Search in Artificial Intelligence
2.03.0
VU AKNUM Reinforcement Learning
4.06.0
VU Self-Organizing Systems
3.04.5
188.413 VU 2020W
Self-Organizing Systems   Distance Learning
Distance Learning: Course is held predominantly online
3.04.5
SE Seminar on Theoretical Aspects of Machine Learning Algorithms
2.03.0
194.102 SE 2020W
Seminar on Theoretical Aspects of Machine Learning Algorithms   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Security, Privacy and Explainability in Machine Learning
2.03.0
VU Similarity Modeling 1
2.03.0
188.501 VU 2020W
Similarity Modeling 1 - Computational Seeing and Hearing   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Similarity Modeling 2
2.03.0
188.498 VU 2020W
Similarity Modeling 2 - Computational Seeing and Hearing   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Social Network Analysis
2.03.0
194.050 VU 2020W
Social Network Analysis   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Crypto Asset Analytics
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Courses require the completion of the introductory and orientation phase
2.03.0
Prüfungsfach Big Data and High-Performance Computing - Core and Extension
Modul BDHPC/CO - Big Data and High Performance Computing - Core
6.0
VU Basics of Parallel Computing
2.03.0
VU Energy-efficient Distributed Systems
2.03.0
Modul BDHPC/EX - Big Data and High Performance Computing - Extension
es dürfen maximal 18 ECTS absolviert werden
VU Algorithmic Geometry
2.03.0
186.122 VU 2020W
Algorithmic Geometry   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Algorithmics
4.06.0
186.814 VU 2020W
Algorithmics   Distance Learning
Distance Learning: Course is held predominantly online
4.06.0
VO Analysis 2
3.03.0
UE Analysis 2
2.04.5
VU Approximation Algorithms
2.03.0
VU Complexity Analysis
2.03.0
VU Database Theory
2.03.0
181.140 VU 2020W
Database Theory   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Effiziente Programme
2.03.0
185.190 VU 2020W
Efficient Programs   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Fixe-Parameter Algorithms and Complexity
2.03.0
186.855 VU 2020W
Fixed-Parameter Algorithms and Complexity   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU GPU Architectures and Computing
4.06.0
VU Graph Drawing Algorithms
2.03.0
VU High Performance Computing
3.04.5
184.725 VU 2020W
High Performance Computing   Distance Learning
Distance Learning: Course is held predominantly online
3.04.5
VU Heuristic Optimization Techniques
2.03.0
186.112 VU 2020W
Heuristic Optimization Techniques   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VO Nichtlineare Optimierung
2.03.0
105.147 VO 2020W
2.03.0
UE Nichtlineare Optimierung
1.02.0
105.652 UE 2020W
1.02.0
VU Optimization in Transport and Logistics
2.03.0
VU Structural Decompositions and Algorithms
2.03.0
VU Weiterführende Multiprocessor Programmierung
3.04.5
Prüfungsfach Visual Analytics and Semantic Technologies - Core and Extension
Modul VAST/CO - Visual Analytics and Semantic Technologies - Core
6.0
UE Design and Evaluation of Visualisations
2.03.0
193.062 UE 2020W
Design and Evaluation of Visulisations   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Advanced Information Retrieval
2.03.0
Modul VAST/EX - Visual Analytics and Semantic Technologies - Extension
es dürfen maximal 18 ECTS absolviert werden
VO Deductive Databases
2.03.0
192.067 VO 2020W
Deductive Databases   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Description Logics and Ontologies
2.03.0
VU Informationsdesign und Visualisierung
2.03.0
VU Natural Language Processing and Information Extraction
2.03.0
194.093 VU 2020W
Natural Language Processing and Information Extraction   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
UE Information Visualization
1.01.5
188.308 UE 2020W
Information Visualization   Distance Learning
Distance Learning: Course is held predominantly online
1.01.5
VU KBS for Business Informatics
4.06.0
VU Knowledge-based Systems
4.06.0
VO Processing of Declarative Knowledge
2.03.0
184.205 VO 2020W
Processing of Declarative Knowledge   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Real-time Visualization
2.03.0
186.191 VU 2020W
Realtime Visualization   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Semantic Technologies
2.03.0
184.729 VU 2020W
Semantic Technologies   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Semi-Automatic Information and Knowledge Systems
2.03.0
VU Visual Data Science
2.03.0
186.868 VU 2020W
Visual Data Science   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Visualization 2
3.04.5
Prüfungsfach Freie Wahlfächer und Transferable Skills
9.0
Modul Fachübergreifende Qualifikationen
SE Coaching als Führungsinstrument 2
2.03.0
SE Didaktik in der Informatik
2.03.0
184.228 SE 2020W
Didactics in computer science education   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
194.042 SE 2020W
2.03.0
VO EDV-Vertragsrecht
1.01.5
VO Einführung in Technik und Gesellschaft
2.03.0
SE Folgenabschätzung von Informationstechnologien
2.03.0
VU Forschungsmethoden
2.03.0
185.A34 VU 2020W
Research Methods   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Kommunikation und Moderation
2.03.0
187.236 VU 2020W
Communication and Moderation   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Kooperatives Arbeiten
2.03.0
VU Präsentation und Moderation
2.03.0
185.A62 VU 2020W
Presentation and Moderation   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
PV Privatissimum aus Fachdidaktik Informatik
4.04.0
SE Privatissimum aus Fachdidaktik Informatik
4.04.0
SE Rechtsinformationsrecherche im Internet
2.03.0
VU Softskills für TechnikerInnen
2.03.0
181.208 VU 2020W
Softskills for technicians   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Techniksoziologie und Technikpsychologie
2.03.0
VO Theorie und Praxis der Gruppenarbeit
2.03.0
SE Wissenschaftliche Methodik
2.03.0
SE Scientific Presentation and Communication
2.03.0
EX Exkursion
2.03.0
SE Kommunikation und Rhetorik 2
2.03.0
181.204 SE 2020W
2.03.0
SE Critical Algorithm Studies
2.03.0
Catalog Elective Courses - Computer Science
Freie Wahlfächer
VU Pilots in Mobile Interaction: User-centered Interaction Research and Evaluation
2.03.0
VU Robotik für RoboCup
6.0
KO Reflections on ICTs and Society
2.02.0
VU Science of Information 1: Transdisciplinary Foundations of Informatics
2.03.0
PR Practical course in IT-Security
4.06.0
SE Formal Semantics of natural languages
2.03.0
VO Selected Topics of Computer Engineering
2.03.0
SE Seminar for Master Students
2.02.0
SE Computer Vision Seminar for Master students
2.02.0
VU Engineering Software, Systems and IT-Infrastructure using ID for Objects and Devices: RFID, Smartcards, NFC and Mobile Phones
2.03.0
VU Advanced Services Engineering
2.03.0
SE Research Seminar for Master Students
2.03.0
SE Research Seminar for Master Students
2.03.0
187.A87 SE 2020W
Research Seminar for Master Students   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VO Finanzmärkte, Finanzintermediation und Kapitalanlage
2.53.5
VU Methodical, industrial Software-Engineering using the Haskell functional language
2.03.0
VU IT Governance
2.03.0
VU Current Trends in Computer Science
1.01.5
1.01.5
VU Strategy Game Programming
2.03.0
188.981 VU 2020W
Strategy Game Programming   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Medienanalyse und Medienreflexion
2.03.0
EX Exkursion
2.03.0
VU Theoretical Computer Science and Logic for CI
4.06.0
SE Theory and Praxis for Evaluating Innovative User Interfaces
2.03.0
VU Brückenkurs Programmierung für Studienanfängerinnen
VU Mobile (App) Software Engineering
2.03.0
183.661 VU 2020W
Mobile (App) Software Engineering   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Runtime Verification
3.0
VU Runtime Verification
2.03.0
VU 2D and 3D Image Registration
2.03.0
SE Critical Algorithm Studies
2.03.0
VU Programming for first-year students
2.00.0
VU Python!
3.0
VU VU Metaheuristics and Hybrid Methods for Combinatorial Optimization
4.0
VU Metaheuristics and Hybrid Methods for Combinatorial Optimization
4.0
VU Applied Machine Learning in Cyber-Physical Systems
3.0
VU Humanities, Cultural Objects and Natural Sciences: Introduction to Methods in Computer Vison and Material Analysis for Paleography
2.03.0
VU Humanities, Cultural Assets, and Technical Sciences: Introduction to Computer Science and Material Analysis in Paleography
3.05.0
VU Introduction to Computer Algebra
2.03.0
PR Mobile (App) Prototyping and Evaluation
4.06.0
VU Introduction into Connected Car IT
2.03.0
VU Introduction into Connected Car IT
2.03.0
183.668 VU 2020W
Introduction into Connected Car IT   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Advanded Aspects of Connected Car IT
2.03.0
PR Cases in Engineering Connected Car IT Systems
4.06.0
183.670 PR 2020W
Cases in Engineering Connected Car IT Systems   Distance Learning
Distance Learning: Course is held predominantly online
4.06.0
VU P2
4.0
VU Experiment Design for Data Science
2.03.0
188.992 VU 2020W
Experiment Design for Data Science   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Advanced Programming Paradigms
2.03.0
VU Data-oriented Programming Paradigm
2.03.0
VU Data-oriented Programming Paradigm
2.03.0
VO Data-oriented Programming Paradigms
2.03.0
188.995 VU 2020W
Data-oriented Programming Paradigms   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VO Interdisciplinary Lecture Series on Data Science
1.01.5
IP Interdisciplinary Project in Data Science
4.06.0
UE Formal Methods in Computer Science
2.03.0
185.A93 UE 2020W
Formal Methods in Computer Science   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Cryptocurrencies
3.0
VU Datenmodellierung 2
2.03.0
UE Einführung in Grundlagen des Programmierens für Studierende gemeinsam mit Geflüchteten
6.06.0
UE Introduction to the Fundamentals of Programming for Students and Refugees
6.06.0
184.791 UE 2020W
Introduction to the Fundamentals of Programming for Students and Refugees   Distance Learning
Distance Learning: Course is held predominantly online
6.06.0
VU Current Research in Augmented and Virtual Reality
2.03.0
UE Ruby on Rails Business Programming
2.03.0
PR Virtual Reality Maker Lab
6.06.0
VU Visual Data Science
2.03.0
186.868 VU 2020W
Visual Data Science   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Smart Contracts
2.03.0
UE IT-Projects for Youth associated LVA 187.A97
2.01.5
VU Formal Methods for Security and Privacy
4.06.0
VU Formal Methods for Security and Privacy
4.06.0
VO Bachelor with Honors - Courses
7.010.0
VU Tutorial on Introduction to Modern Cryptography
2.03.0
VU Deep Learning
4.0
PR Bachelor with Honors Internship Project
4.06.0
180.780 PR 2020W
Bachelor with Honors Internship Project   Distance Learning
Distance Learning: Course is held predominantly online
4.06.0
VU Summer/Winter School for Bachelor with Honors
2.03.0
180.781 VU 2020W
Summer/Winter School for Bachelor with Honors   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU State-of-the-art Engineering Project Management via Adjusted Pragmatic Tool-Sets
2.03.0
VU State-of-the-Art Engineering Project Management via Adjusted Pragmatic Tool-Sets
2.03.0
194.052 VU 2020W
State-of-the-Art Engineering Project Management via Adjusted Pragmatic Tool-Sets   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Crypto Asset Analytics
2.03.0
VU Crypto Asset Analytics
2.03.0
VU Privacy Enhancing Cryptography
4.06.0
VU Security, Privacy and Explainability in Machine Learning
2.03.0
VU Epistemic Logic and Communication
2.03.0
VU Selected Topics of Digital Forensics I
2.03.0
VU Optimizing large IT Legacy - Learning from (still) operative Old IT-Systems and their (non-)replacement
2.03.0
VU Technical and Organizational Mechanisms of Payments
2.03.0
194.067 VU 2020W
Technical and Organizational Mechanisms of Payments   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
LU Mikrocomputer für Informatiker_innen
2.02.0
2.02.0
VU Mikrocomputer für Informatiker_innen
1.01.0
384.176 VU 2020W
Mikrocomputer für Informatiker_innen   Distance Learning
Distance Learning: Course is held predominantly online
1.01.0
SE Capture The Flag
6.06.0
VU Applied Deep Learning
2.03.0
194.077 VU 2020W
2.03.0
PV TechTalks - Industrial Digital Technologies Status 2020
2.03.0
194.081 PV 2020W
TechTalks - Industrial Digital Technologies Status 2020   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Hackathon: Kooperative Open Source Entwicklung mit Web of Needs
2.03.0
SE Unconventional Information Technology (U.IT), from Control Theory via Neural Networks to Quantum Algorithms and Cryptography: a Deep Dive
2.03.0
194.087 SE 2020W
Unconventional Information Technology (U.IT), from Control Theory via Neural Networks to Quantum Algorithms and Cryptography: a Deep Dive   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Runtime Verification
4.06.0
VU Runtime Verification
4.06.0
VU Introduction to the Coq proof assistant
2.03.0
SE Seminar on Theoretical Aspects of Machine Learning Algorithms
2.03.0
194.102 SE 2020W
Seminar on Theoretical Aspects of Machine Learning Algorithms   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
VU Test
0.50.5
VU Deep Learning
2.03.0
VU Advanced Deep Learning
2.03.0
VU Deep Learning
75.03.0
VO Deep Learning
2.03.0
VU Deep Learning
2.03.0
VO Deep Learning
2.03.0
SE Seminar in Formal Methods for Security and Privacy
3.0
UE Attacks and Defenses in Computer Security
6.0
UE Attacks and Defenses in Computer Security
4.06.0
192.111 UE 2020W
Attacks and Defenses in Computer Security   Distance Learning
Distance Learning: Course is held predominantly online
4.06.0
UE ProgPro Together
2.00.0
194.096 UE 2020W
ProgPro Together   Distance Learning
Distance Learning: Course is held predominantly online
2.00.0
VU Theoretical Foundations and Research Topics in Machine Learning
3.04.5
VU Theoretical Foundations and Research Topics in Machine Learning
4.06.0
PR Machine Learning Algorithms and Applications
4.06.0
VU Theoretical Foundations and Research Topics in Machine Learning
2.03.0
194.100 VU 2020W
Theoretical Foundations and Research Topics in Machine Learning   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
PR Machine Learning Algorithms and Applications
2.03.0
194.101 PR 2020W
Machine Learning Algorithms and Applications   Distance Learning
Distance Learning: Course is held predominantly online
2.03.0
Catalog Elective Courses - Economics and Computer Science
Diplomarbeit und kommissionelle Gesamtprüfung
30.0
Thesis Diploma thesis
27.0
Final exam Final board exam
3.0
SE Seminar für Diplomand_innen
1.01.5
180.772 SE 2020W
Seminar for Master Students in Data Science   Distance Learning
Distance Learning: Course is held predominantly online
1.01.5
Responsible dean of academic affairs
For questions regarding the curriculum please contact the responsible dean of academic affairs.

Legend

Courses belong to the introductory and orientation phase ("Studieneingangs- und Orientierungsphase")
Courses belong to the introductory interview ("Studieneingangsgespräch")
Courses require the completion of the introductory and orientation phase
Courses require the completion of the introductory interview STEG
Distance Learning
Distance Learning: Course is held predominantly online