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
2.03.0
VU Experiment Design for Data Science
2.03.0
2.03.0
VU Advanced Methods for Regression and Classification
3.04.5
3.04.5
VU Machine Learning
3.04.5
184.702 VU 2023S
3.04.5
184.702 VU 2022W
3.04.5
VU Semantic Systems
2.03.0
2.03.0
VU Interdisciplinary Lecture Series on Data Science
1.01.0
1.01.0

2. Semester

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

3. Semester

TitlePrecon.HoursECTS
PR Interdisciplinary Project in Data Science
4.05.0
4.05.0
4.05.0

Without semester recommendation

TitlePrecon.HoursECTS
VU Domain-Specific Lectures in Data Science
3.0
2.03.0
2.03.0
VU Data Acquisition and Survey Methods
2.03.0
2.03.0
VO Data Stewardship
2.03.0
194.044 VO 2023S
2.03.0
VU Advanced Cryptography
4.06.0
192.115 VU 2023S
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
2.03.0
VU Digital Humanism
2.03.0
194.072 VU 2022W
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
4.06.0
VU User Research Methods
2.03.0
193.055 VU 2022W
2.03.0
PR User Research Methods
2.03.0
2.03.0
VU Recommender Systems
2.03.0
194.035 VU 2023S
2.03.0
VU Statistical Simulation and Computer Intensive Methods
2.03.0
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
3.04.0
VU AKNUM Reinforcement Learning
4.06.0
101.789 VU 2023S
4.06.0
VU Algorithmic Social Choice
4.06.0
192.118 VU 2023S
4.06.0
VU Applied Deep Learning
2.03.0
194.077 VU 2022W
2.03.0
VO Bayesian Statistics
2.03.0
107.395 VO 2023S
2.03.0
UE Bayesian Statistics
1.02.0
107.397 UE 2023S
1.02.0
VU Crypto Asset Analytics
2.03.0
192.080 VU 2023S
2.03.0
VU Business Intelligence
4.06.0
188.429 VU 2022W
4.06.0
VU Deep Learning for Visual Computing
2.03.0
2.03.0
VU General Regression Models
3.05.0
105.725 VU 2023S
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
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
186.835 VU 2023S
2.03.0
VU Modeling and Simulation
2.03.0
194.076 VU 2022W
2.03.0
VU Modelling and Simulation in Health Technology Assessment
2.03.0
2.03.0
VO Multivariate Statistics
3.04.5
107.388 VO 2022W
3.04.5
UE Multivariate Statistics
1.01.5
107.391 UE 2022W
1.01.5
VU Problem Solving and Search in Artificial Intelligence
2.03.0
2.03.0
VU Security, Privacy and Explainability in Machine Learning
2.03.0
2.03.0
VU Self-Organizing Systems
3.04.5
188.413 VU 2022W
3.04.5
VU Similarity Modeling 1
2.03.0
2.03.0
VU Similarity Modeling 2
2.03.0
2.03.0
VU Social Network Analysis
2.03.0
194.050 VU 2022W
2.03.0
VU Theoretical Foundations and Research Topics in Machine Learning
2.03.0
2.03.0
2.03.0
VU Basics of Parallel Computing
2.03.0
191.114 VU 2023S
2.03.0
VU Energy-efficient Distributed Systems
2.03.0
194.049 VU 2023S
2.03.0
VU Algorithmic Geometry
3.04.5
192.133 VU 2022W
3.04.5
VU Algorithmics
4.06.0
186.814 VU 2022W
4.06.0
VO Analysis 2
3.03.0
104.267 VO 2023S
3.03.0
UE Analysis 2
2.04.5
104.268 UE 2023S
2.04.5
VU Approximation Algorithms
2.03.0
186.102 VU 2022W
2.03.0
VU Complexity Analysis
2.03.0
VU Database Theory
2.03.0
181.140 VU 2022W
2.03.0
VU Effiziente Programme
2.03.0
185.190 VU 2022W
2.03.0
VU Fixed-Parameter Algorithms and Complexity
3.04.5
3.04.5
VU Frontiers of Algorithms and Complexity
2.03.0
2.03.0
VU GPU Architectures and Computing
4.06.0
4.06.0
VU Graph Drawing Algorithms
2.03.0
192.053 VU 2023S
2.03.0
VU Hands-On Cloud Native
4.06.0
194.131 VU 2023S
4.06.0
VU Heuristic Optimization Techniques
3.04.5
3.04.5
VU High Performance Computing
3.04.5
184.725 VU 2022W
3.04.5
VO Nonlinear Optimization
2.03.0
105.147 VO 2022W
2.03.0
UE Nonlinear Optimization
1.02.0
105.652 UE 2022W
1.02.0
VU Optimization in Transport and Logistics
2.03.0
VU Structural Decompositions and Algorithms
2.03.0
2.03.0
VU Advanced Multiprocessor Programming
3.04.5
3.04.5
VU Advanced Information Retrieval
2.03.0
2.03.0
UE Design and Evaluation of Visualisations
2.03.0
2.03.0
2.03.0
VO Deductive Databases
2.03.0
VU Description Logics and Ontologies
2.03.0
UE Information Visualization
1.01.5
186.143 UE 2023S
1.01.5
188.308 UE 2022W
1.01.5
VU KBS for Business Informatics
4.06.0
VU Knowledge-based Systems
4.06.0
184.730 VU 2023S
4.06.0
VU Knowledge Graphs
2.03.0
192.116 VU 2023S
2.03.0
VO Medical Image Processing
2.03.0
183.269 VO 2023S
2.03.0
UE Medical Image Processing
2.03.0
183.630 UE 2023S
2.03.0
VU Natural Language Processing and Information Extraction
2.03.0
2.03.0
VO Processing of Declarative Knowledge
2.03.0
2.03.0
VU Real-time Visualization
2.03.0
186.191 VU 2022W
2.03.0
VU Semantic Technologies
2.03.0
VU Semi-Automatic Information and Knowledge Systems
2.03.0
2.03.0
VU Visual Data Science
2.03.0
186.868 VU 2022W
2.03.0
VU Visualization 2
3.04.5
186.833 VU 2023S
3.04.5
SE Coaching als Führungsinstrument 2
2.03.0
2.03.0
SE Critical Algorithm Studies
2.03.0
SE Didaktik in der Informatik
2.03.0
2.03.0
2.03.0
194.042 SE 2023S
2.03.0
194.042 SE 2022W
2.03.0
VO EDV-Vertragsrecht
1.01.5
280.239 VO 2022W
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
2.03.0
194.057 VU 2023S
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
1.01.5
184.004 SE 2022W
1.01.5
VU Kooperatives Arbeiten
2.03.0
VU Präsentation und Moderation
2.03.0
185.A62 VU 2022W
2.03.0
SE Privatissimum aus Fachdidaktik Informatik
4.04.0
4.04.0
VU Softskills für TechnikerInnen
2.03.0
181.208 VU 2023S
2.03.0
181.208 VU 2022W
2.03.0
VU Techniksoziologie und Technikpsychologie
2.03.0
187.329 VU 2023S
2.03.0
VO Theorie und Praxis der Gruppenarbeit
2.03.0
SE Wissenschaftliche Methodik
2.03.0
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
2.03.0
SE Seminar for Master Students
2.02.0
SE Computer Vision Seminar for Master students
2.02.0
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
2.03.0
2.03.0
VO Finanzmärkte, Finanzintermediation und Kapitalanlage
2.53.5
2.53.5
VU Methodical, industrial Software-Engineering using the Haskell functional language
2.03.0
2.03.0
VU IT Governance
2.03.0
188.978 VU 2023S
2.03.0
VU Current Trends in Computer Science
1.01.5
1.01.5
1.01.5
VU Strategy Game Programming
2.03.0
188.981 VU 2023S
2.03.0
188.981 VU 2022W
2.03.0
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 2023S
2.03.0
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
4.06.0
VU Introduction into Connected Car IT
2.03.0
VU Introduction into Connected Car IT
2.03.0
VU Advanded Aspects of Connected Car IT
2.03.0
PR Cases in Engineering Connected Car IT Systems
4.06.0
VU P2
4.0
VU Experiment Design for Data Science
2.03.0
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
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
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
6.06.0
VU Current Research in Augmented and Virtual Reality
2.03.0
UE Ruby on Rails Business Programming
2.03.0
2.03.0
PR Virtual Reality Maker Lab
6.06.0
188.520 PR 2023S
6.06.0
VU Visual Data Science
2.03.0
186.868 VU 2022W
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
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
4.06.0
4.06.0
VU Summer/Winter School for Bachelor with Honors
2.03.0
2.03.0
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
VU Crypto Asset Analytics
2.03.0
VU Crypto Asset Analytics
2.03.0
192.080 VU 2023S
2.03.0
VU Privacy Enhancing Cryptography
4.06.0
VU Security, Privacy and Explainability in Machine Learning
2.03.0
2.03.0
VU Epistemic Logic and Communication
2.03.0
VU Selected Topics of Digital Forensics I
2.03.0
194.065 VU 2023S
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
LU Mikrocomputer für Informatiker_innen
2.02.0
2.02.0
VU Mikrocomputer für Informatiker_innen
1.01.0
1.01.0
SE Capture The Flag
6.06.0
VU Applied Deep Learning
2.03.0
194.077 VU 2022W
2.03.0
PV TechTalks - Industrial Digital Technologies Status 2020
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
VU Runtime Verification
4.06.0
VU Runtime Verification
4.06.0
191.118 VU 2023S
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
VU Deep Learning
2.03.0
VU Advanced Deep Learning
2.03.0
VU Deep Learning
2.03.0
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
4.06.0
UE ProgPro Together
2.00.0
194.096 UE 2022W
2.00.0
VU Theoretical Foundations and Research Topics in Machine Learning
2.03.0
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
2.03.0
2.03.0
PR Machine Learning Algorithms and Applications
2.03.0
2.03.0
2.03.0
PR Machine Learning Theory Project
2.03.0
VU Symmetric Cryptography
4.06.0
VU Sports-Technologies: Introduction to Engineering Systems for Metering, Training, and Platforms for Athletes
2.03.0
VU Free/Libre and Open Source Software
2.03.0
2.03.0
VU Sport-Technologien: Einführung in den Mess-, Trainings- und Plattform-Systembau für Athletinnen und Athleten
2.03.0
VU Competitive Programming for Programming Contests
2.03.0
2.03.0
VU Deontic Logic for Normative Reasoning
2.03.0
2.03.0
PR Presentation and Interaction in MOOCs
6.0
VU Mobile Security
2.03.0
194.120 VU 2023S
Mobile Security canceled
2.03.0
194.120 VU 2022W
2.03.0
UE CTF Contests: Hands-On Experience of the IT Security Culture
4.06.0
4.06.0
4.06.0
SE CAIML seminar
1.01.5
192.131 SE 2023S
1.01.5
192.138 SE 2022W
1.01.5
UE Augmented Software Engineering Skills for Data Scientists
2.03.0
2.03.0
VU Programming in Python
1.5
194.123 VU 2022W
1.01.5
VU Programming Principles of Mobile Robotics
4.06.0
4.06.0
VU Software Engineering with the PL/I Programming Language
2.03.0
VO SDN-Twin: Software-defined-networking with digital twins
2.03.0
VO SDN-Twin: Software-defined-networking with digital twins
2.03.0
VO SDN-Twin: Software-defined-networking with digital twins
2.03.0
SE Seminar für Diplomand_innen
1.01.5
1.01.5
1.01.5

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