066 645 Master programme Data Science

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

2022W-2023S (2018U)

1. Semester

TitlePrecon.HoursECTS
VU Data-oriented Programming Paradigms
2.03.0
188.995 VU 2022W
Data-oriented Programming Paradigms
2.03.0
VU Experiment Design for Data Science
2.03.0
188.992 VU 2022W
Experiment Design for Data Science
2.03.0
VU Advanced Methods for Regression and Classification
3.04.5
105.707 VU 2022W
Advanced Methods for Regression and Classification
3.04.5
VU Machine Learning
3.04.5
184.702 VU 2023S
Machine Learning
3.04.5
184.702 VU 2022W
Machine Learning
3.04.5
VU Semantic Systems
2.03.0
188.399 VU 2022W
Introduction to Semantic Systems
2.03.0
VU Interdisciplinary Lecture Series on Data Science
1.01.0
194.046 VU 2022W
Interdisciplinary Lecture Series on Data Science
1.01.0

2. Semester

TitlePrecon.HoursECTS
VU Statistical Computing
2.03.0
105.731 VU 2023S
AKSTA Statistical Computing
2.03.0
VU Advanced Database Systems
4.06.0
184.780 VU 2023S
Advanced Database Systems
4.06.0
VU Data-intensive Computing
2.03.0
194.048 VU 2023S
Data-intensive Computing
2.03.0
VO Cognitive Foundations of Visualization
2.03.0
193.060 VO 2022W
Cognitive Foundations of Visualization
2.03.0
VO Information Visualization
2.03.0
186.141 VO 2023S
Information Visualization
2.03.0
188.305 VO 2022W
Information Visualization
2.03.0

3. Semester

TitlePrecon.HoursECTS
PR Interdisciplinary Project in Data Science
4.05.0
194.047 PR 2022W
Interdisciplinary Project in Data Science
4.05.0
194.060 PR 2023S
Interdisciplinary Project in Data Science
4.05.0

Without semester recommendation

TitlePrecon.HoursECTS
VU Domain-Specific Lectures in Data Science
3.0
194.068 VU 2023S
Domain-Specific Lectures in Data Science
2.03.0
194.068 VU 2022W
Domain-Specific Lectures in Data Science
2.03.0
VU Data Acquisition and Survey Methods
2.03.0
105.708 VU 2023S
Data Acquisition and Survey Methods
2.03.0
VO Data Stewardship
2.03.0
194.044 VO 2023S
Data Stewardship
2.03.0
VU Advanced Cryptography
4.06.0
192.115 VU 2023S
Advanced Cryptography
4.06.0
VU Communicating Data
2.03.0
VU Data Center Operations
2.03.0
UE Data Stewardship
2.03.0
194.045 UE 2023S
Data Stewardship
2.03.0
VU Computational Social Science
2.03.0
194.136 VU 2023S
Computational Social Science
2.03.0
VU Digital Humanism
2.03.0
194.072 VU 2022W
Digital Humanism
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 Systems and Applications Security
4.06.0
192.112 VU 2022W
Systems and Applications Security
4.06.0
VU User Research Methods
2.03.0
193.055 VU 2022W
User Research Methods
2.03.0
PR User Research Methods
2.03.0
193.056 PR 2022W
User Research Methods Project
2.03.0
VU Recommender Systems
2.03.0
194.035 VU 2023S
Recommender Systems
2.03.0
VU Statistical Simulation and Computer Intensive Methods
2.03.0
107.330 VU 2022W
Statistical Simulation and Computerintensive Methods
2.03.0
VU Advanced Learning Methods
2.03.0
VU Advanced Modeling and Simulation
2.03.0
VU AI/ML in the Era of Climate Change
3.04.0
194.125 VU 2022W
AI/ML in the Era of Climate Change
3.04.0
VU AKNUM Reinforcement Learning
4.06.0
101.789 VU 2023S
AKNUM Reinforcement Learning
4.06.0
VU Algorithmic Social Choice
4.06.0
192.118 VU 2023S
Algorithmic Social Choice
4.06.0
VU Applied Deep Learning
2.03.0
194.077 VU 2022W
Applied Deep Learning
2.03.0
VO Bayesian Statistics
2.03.0
107.395 VO 2023S
Bayesian Statistics
2.03.0
UE Bayesian Statistics
1.02.0
107.397 UE 2023S
Bayesian Statistics
1.02.0
VU Business Intelligence
4.06.0
188.429 VU 2022W
Business Intelligence
4.06.0
VU Crypto Asset Analytics
2.03.0
192.080 VU 2023S
Crypto Asset Analytics
2.03.0
VU Deep Learning for Visual Computing
2.03.0
183.663 VU 2023S
Deep Learning for Visual Computing
2.03.0
VU General Regression Models
3.05.0
105.725 VU 2023S
General Regression Models
3.05.0
VO General Regression Models
2.03.0
UE General Regression Models
1.02.0
VU Intelligent Audio and Music Analysis
3.04.5
194.039 VU 2022W
Intelligent Audio and Music Analysis
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
183.605 VU 2022W
Machine Learning for Visual Computing
3.04.5
VU Mathematical Programming
2.03.0
186.835 VU 2023S
Mathematical Programming
2.03.0
VU Modeling and Simulation
2.03.0
194.076 VU 2022W
Modeling and Simulation
2.03.0
VU Modelling and Simulation in Health Technology Assessment
2.03.0
194.094 VU 2022W
Modelling and Simulation in Health Technology Assessment
2.03.0
VO Multivariate Statistics
3.04.5
107.388 VO 2022W
Multivariate Statistics
3.04.5
UE Multivariate Statistics
1.01.5
107.391 UE 2022W
Multivariate Statistics
1.01.5
VU Problem Solving and Search in Artificial Intelligence
2.03.0
181.190 VU 2023S
Problem Solving and Search in Artificial Intelligence
2.03.0
VU Security, Privacy and Explainability in Machine Learning
2.03.0
194.055 VU 2023S
Security, Privacy and Explainability in Machine Learning
2.03.0
VU Self-Organizing Systems
3.04.5
188.413 VU 2022W
Self-Organizing Systems
3.04.5
VU Similarity Modeling 1
2.03.0
188.501 VU 2022W
Similarity Modeling 1 - Computational Seeing and Hearing
2.03.0
VU Similarity Modeling 2
2.03.0
188.498 VU 2022W
Similarity Modeling 2 - Computational Seeing and Hearing
2.03.0
VU Social Network Analysis
2.03.0
194.050 VU 2022W
Social Network Analysis
2.03.0
VU Theoretical Foundations and Research Topics in Machine Learning
2.03.0
194.100 VU 2023S
Theoretical Foundations and Research Topics in Machine Learning
2.03.0
194.100 VU 2022W
Theoretical Foundations and Research Topics in Machine Learning
2.03.0
VU Basics of Parallel Computing
2.03.0
191.114 VU 2023S
Basics of Parallel Computing
2.03.0
VU Energy-efficient Distributed Systems
2.03.0
194.049 VU 2023S
Energy-efficient Distributed Systems canceled
2.03.0
VU Algorithmic Geometry
3.04.5
192.133 VU 2022W
Algorithmic Geometry
3.04.5
VU Algorithmics
4.06.0
186.814 VU 2022W
Algorithmics
4.06.0
VO Analysis 2
3.03.0
104.267 VO 2023S
Analysis 2
3.03.0
UE Analysis 2
2.04.5
104.268 UE 2023S
Analysis 2
2.04.5
VU Approximation Algorithms
2.03.0
186.102 VU 2022W
Approximation Algorithms canceled
2.03.0
VU Complexity Analysis
2.03.0
VU Effiziente Programme
2.03.0
185.190 VU 2022W
Efficient Programs
2.03.0
VU Database Theory
2.03.0
181.140 VU 2022W
Database Theory
2.03.0
VU Fixed-Parameter Algorithms and Complexity
3.04.5
192.135 VU 2022W
Fixed-Parameter Algorithms and Complexity
3.04.5
VU Frontiers of Algorithms and Complexity
2.03.0
192.136 VU 2022W
Frontiers of Algorithms and Complexity
2.03.0
VU GPU Architectures and Computing
4.06.0
182.731 VU 2023S
GPU Architectures and Computing
4.06.0
VU Graph Drawing Algorithms
3.04.5
192.053 VU 2023S
Graph Drawing Algorithms canceled
2.04.5
192.141 VU 2023S
Graph Drawing Algorithms
3.04.5
VU Hands-On Cloud Native
4.06.0
194.131 VU 2023S
Hands-On Cloud Native
4.06.0
VU Heuristic Optimization Techniques
3.04.5
192.137 VU 2022W
Heuristic Optimization Techniques
3.04.5
VU High Performance Computing
3.04.5
184.725 VU 2022W
High Performance Computing
3.04.5
VO Nonlinear Optimization
2.03.0
105.147 VO 2022W
Nonlinear Programming
2.03.0
UE Nonlinear Optimization
1.02.0
105.652 UE 2022W
Nonlinear Programming
1.02.0
VU Optimization in Transport and Logistics
2.03.0
VU Structural Decompositions and Algorithms
2.03.0
186.856 VU 2023S
Structural Decompositions and Algorithms
2.03.0
VU Advanced Multiprocessor Programming
3.04.5
184.726 VU 2023S
Advanced Multiprocessor Programming
3.04.5
VU Advanced Information Retrieval
2.03.0
188.980 VU 2023S
Advanced Information Retrieval
2.03.0
UE Design and Evaluation of Visualisations
2.03.0
187.A46 UE 2023S
Design and Evaluation of visualisations
2.03.0
193.062 UE 2022W
Design and Evaluation of Visulisations
2.03.0
VO Deductive Databases
2.03.0
VU Description Logics and Ontologies
2.03.0
VU Document Analysis
2.03.0
183.628 VU 2023S
Document Analysis
2.03.0
UE Information Visualization
1.01.5
186.143 UE 2023S
Information Visualization
1.01.5
188.308 UE 2022W
Information Visualization
1.01.5
VU KBS for Business Informatics
4.06.0
VU Knowledge-based Systems
4.06.0
184.730 VU 2023S
Knowledge-based Systems
4.06.0
VU Knowledge Graphs
2.03.0
192.116 VU 2023S
Knowledge Graphs
2.03.0
VO Medical Image Processing
2.03.0
183.269 VO 2023S
Medical Image Processing
2.03.0
UE Medical Image Processing
2.03.0
183.630 UE 2023S
Medical Image Processing
2.03.0
VU Natural Language Processing and Information Extraction
2.03.0
194.093 VU 2022W
Natural Language Processing and Information Extraction
2.03.0
VO Processing of Declarative Knowledge
2.03.0
184.205 VO 2022W
Processing of Declarative Knowledge
2.03.0
VU Real-time Visualization
2.03.0
186.191 VU 2022W
Realtime Visualization
2.03.0
VU Semantic Technologies
2.03.0
VU Semi-Automatic Information and Knowledge Systems
2.03.0
188.387 VU 2023S
Semi-Automatic Information and Knowledge Systems
2.03.0
VU Visual Data Science
2.03.0
186.868 VU 2022W
Visual Data Science
2.03.0
VU Visualization 2
3.04.5
186.833 VU 2023S
Visualization 2
3.04.5
VU Technical English Presentation A
3.0
015.111 VU 2023S
Technical English Presentation A
2.03.0
015.111 VU 2022W
Technical English Presentation A
2.03.0
VU Technical English Communication A
3.0
015.112 VU 2023S
Technical English Communication A
2.03.0
015.112 VU 2022W
Technical English Communication A
2.03.0
VU Technical English Presentation B
3.0
015.113 VU 2023S
Technical English Presentation B
2.03.0
015.113 VU 2022W
Technical English Presentation B
2.03.0
VU Technical English Communication B
3.0
015.115 VU 2023S
Technical English Communication B
2.03.0
015.115 VU 2022W
Technical English Communication B
2.03.0
VO European Union - Institutions, Policies and Future Challenges
2.0
164.287 VO 2022W
European Union - Institutions, Policies and Future Challenges
1.52.0
VU Global Strategy, Markets and Politics
2.03.0
SE Science and the quest for knowledge
1.01.0
259.446 SE 2023S
Science and the quest for knowledge
1.01.0
259.446 SE 2022W
Science and the quest for knowledge
1.01.0
VO Creativity Engineering
3.0
015.100 VO 2022W
Creativity Engineering
2.03.0
VU Searching prior art based on patent applications
2.03.0
061.001 VU 2023S
Searching prior art based on patent applications
2.03.0
VU Collaboration and Co-Creation
2.03.0
061.006 VU 2023S
Collaboration and Co-Creation
2.03.0
VU E&I Garage - Business Model Development
3.05.0
330.255 VU 2023S
E&I Garage - Business Model Development
3.05.0
SE Coaching als Führungsinstrument 2
2.03.0
188.472 SE 2023S
Leadership Competency Coaching 2
2.03.0
SE Critical Algorithm Studies
2.03.0
SE Didaktik in der Informatik
2.03.0
184.228 SE 2023S
Didactics in computer science education
2.03.0
184.228 SE 2022W
Didactics in computer science education
2.03.0
194.042 SE 2023S
Informatics didactics
2.03.0
194.042 SE 2022W
Informatics didactics
2.03.0
VO EDV-Vertragsrecht
1.01.5
280.239 VO 2022W
Law of IT-Contracts
1.01.5
VO Einführung in die Wissenschaftstheorie I
2.03.0
VO Einführung in Technik und Gesellschaft
2.03.0
SE Folgenabschätzung von Informationstechnologien
2.03.0
VU Forschungsmethoden
2.03.0
185.A34 VU 2022W
Research Methods
2.03.0
194.057 VU 2023S
Research Methods
2.03.0
VO Frauen in Naturwissenschaft und Technik
2.03.0
VU Kommunikation und Moderation
2.03.0
SE Kommunikationstechnik
1.01.5
184.004 SE 2023S
Communication techniques
1.01.5
184.004 SE 2022W
Communication techniques
1.01.5
VU Kooperatives Arbeiten
2.03.0
VU Präsentation und Moderation
2.03.0
185.A62 VU 2022W
Presentation and Moderation
2.03.0
SE Privatissimum aus Fachdidaktik Informatik
4.04.0
192.100 SE 2023S
Privatissimum on Didactics of Informatics
4.04.0
SE Scientific Presentation and Communication
2.03.0
183.502 SE 2023S
Scientific Presentation & Communications
2.03.0
VU Softskills für TechnikerInnen
2.03.0
181.208 VU 2023S
Softskills for technicians
2.03.0
181.208 VU 2022W
Softskills for technicians
2.03.0
VU Techniksoziologie und Technikpsychologie
2.03.0
187.329 VU 2023S
Sociology of Technology canceled
2.03.0
VO Theorie und Praxis der Gruppenarbeit
2.03.0
SE Wissenschaftliche Methodik
2.03.0
SE Seminar für Diplomand_innen
1.01.5
180.772 SE 2023S
Seminar for Master Students in Data Science
1.01.5
180.772 SE 2022W
Seminar for Master Students in Data Science
1.01.5

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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