| | | 120.0 |
Prüfungsfach Data Science - Foundations | | | 36.0 |
Modul FDS/FD - Fundamentals of Data Science - Foundations | | | 9.0 |
VU Data-oriented Programming Paradigms | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Experiment Design for Data Science | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VO Statistical Computing | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
Modul MLS/FD - Machine Learning and Statistics - Foundations | | | 9.0 |
VU Advanced Methods for Regression and Classification | | 3.0 | 4.5 |
| | 3.0 | 4.5 |
VU Machine Learning | | 3.0 | 4.5 |
| | 3.0 | 4.5 |
| | 3.0 | 4.5 |
Modul BDHPC/FD - Big Data and High Performance Computing - Foundations | | | 9.0 |
VU Data-intensive Computing | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Datenbanksysteme Vertiefung | | 4.0 | 6.0 |
| | 4.0 | 6.0 |
Modul VAST/FD - Visual Analytics and Semantic Technologies - Foundations | | | 9.0 |
VO Cognitive Foundations of Visualization | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Einführung in Semantic Systems | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VO Information Visualization | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
| | 2.0 | 3.0 |
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 | | 1.0 | 1.0 |
| | 1.0 | 1.0 |
PR Interdisciplinary Project in Data Science | | 4.0 | 5.0 |
| | 4.0 | 5.0 |
| | 4.0 | 5.0 |
Prüfungsfach Fundamentals of Data Science - Core and Extension | | | |
Modul FDS/CO - Fundamentals of Data Science - Core | | | 6.0 |
VU Data Acquisition and Survey Methods | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VO Data Stewardship | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
Modul FDS/EX - Fundamentals of Data Science - Extension | | | |
VU Communicating Data | | 2.0 | 3.0 |
VU Data Center Operations | | 2.0 | 3.0 |
UE Data Stewardship | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Internet Security | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Organizational Aspects of IT-Security | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
PR User Research Methoden | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Software Security | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU User Research Methoden | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
Prüfungsfach Machine Learning and Statistics - Core and Extension | | | |
Modul MLS/CO - Machine Learning and Statistics - Core | | | 6.0 |
VU Recommender Systems | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Statistical Simulation and Computer Intensive Methods | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
Modul MLS/EX - Machine Learning and Statistics - Extension | | | |
VU Advanced Learning Methods | | 2.0 | 3.0 |
VU Advanced Modeling and Simulation | | 2.0 | 3.0 |
VO Bayesian Statistics | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
UE Bayesian Statistics | | 1.0 | 2.0 |
| | 1.0 | 2.0 |
VU Business Intelligence | | 4.0 | 6.0 |
| | 4.0 | 6.0 |
VU Intelligent Audio and Music Analysis | | 3.0 | 4.5 |
| | 3.0 | 4.5 |
VU Deep Learning for Visual Computing | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VO Multivariate Statistics | | 3.0 | 4.5 |
| | 3.0 | 4.5 |
VO General Regression Models | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
UE General Regression Models | | 1.0 | 2.0 |
| | 1.0 | 2.0 |
VU Similarity Modeling 2 | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VO Introduction to Statistical Inference | | 3.0 | 4.5 |
UE Introduction to Statistical Inference | | 1.0 | 2.0 |
VU Mathematical Programming | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Modeling and Simulation | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Sicherheit, Privacy und Erklärbarkeit in Maschinellem Lernen | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
UE Multivariate Statistics | | 1.0 | 1.5 |
| | 1.0 | 1.5 |
VU Problem Solving and Search in Artificial Intelligence | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Self-Organizing Systems | | 3.0 | 4.5 |
| | 3.0 | 4.5 |
VU Social Network Analysis | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
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 | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Energy-efficient Distributed Systems | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
Modul BDHPC/EX - Big Data and High Performance Computing - Extension | | | |
VU Algorithmics | | 4.0 | 6.0 |
| | 4.0 | 6.0 |
VO Analysis 2 | | 3.0 | 3.0 |
| | 3.0 | 3.0 |
UE Analysis 2 | | 2.0 | 4.5 |
| | 2.0 | 4.5 |
VU Algorithmic Geometry | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Approximation Algorithms | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Complexity Analysis | | 2.0 | 3.0 |
VU Effiziente Programme | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Database Theory | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Fixe-Parameter Algorithms and Complexity | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU GPU Architectures and Computing | | 4.0 | 6.0 |
| | 4.0 | 6.0 |
VU Graph Drawing Algorithms | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU High Performance Computing | | 3.0 | 4.5 |
| | 3.0 | 4.5 |
VU Heuristic Optimization Techniques | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Optimization in Transport and Logistics | | 2.0 | 3.0 |
VO Nichtlineare Optimierung | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Structural Decompositions and Algorithms | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
UE Nichtlineare Optimierung | | 1.0 | 2.0 |
| | 1.0 | 2.0 |
VU Weiterführende Multiprocessor Programmierung | | 3.0 | 4.0 |
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 | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Advanced Information Retrieval | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
Modul VAST/EX - Visual Analytics and Semantic Technologies - Extension | | | |
VO Deductive Databases | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Description Logics and Ontologies | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Informationsdesign und Visualisierung | | 2.0 | 3.0 |
VU Information Extraction | | 2.0 | 3.0 |
UE Information Visualization | | 1.0 | 1.5 |
| | 1.0 | 1.5 |
| | 1.0 | 1.5 |
VU KBS for Business Informatics | | 4.0 | 6.0 |
VU Knowledge-based Systems | | 4.0 | 6.0 |
| | 4.0 | 6.0 |
VO Processing of Declarative Knowledge | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Real-time Visualization | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Semantic Web Technologies | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Semi-Automatic Information and Knowledge Systems | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Visual Data Science | | 2.0 | 3.0 |
| | 2.0 | 3.0 |
VU Visualization 2 | | 3.0 | 4.5 |
| | 3.0 | 4.5 |
Prüfuchsfach Freie Wahlfächer und Transferable Skills | | | 9.0 |
Diplomarbeit und kommissionelle Gesamtprüfung | | | 30.0 |
Abschlussprüfung Kommissionelle Gesamtprüfung | | | 3.0 |
Abschlussarbeit Diplomarbeit | | | 27.0 |
SE Seminar für Diplomand_innen | | 1.0 | 1.5 |
| | 1.0 | 1.5 |
| | 1.0 | 1.5 |