Last change: 10 Feb 2025
Collection of descriptions of modules planned for WS 2024/25 according to the LV-Planung.
Information without guarantee, the current Studien- und Prüfungsordnungen, and Modulbeschreibungskatalog apply!
Modules marked with a * are / include a practical (Praktikum)
Scalable Data Management (Skalierbares Datenmanagement )
| Number | Name | Credits | Semester |
|---|---|---|---|
| 10-INF-DS01 | Skalierbare Datenbanktechnologien 1 | 10 | WS (mandatory) |
| 10-INF-DS101 | Skalierbare Datenbanktechnologien 2 | 5 | SS |
| 10-INF-DS102 | Big Data Praktikum * | 5 | SS |
| 10-INF-DS103 | Praktikum Data Warehouse & Data Mining * | 5 | WS |
| 10-INF-DS104 | Data Preparation & Cleaning | 5 | SS |
| 10-201-2503 | Grundlagen der IT-Sicherheit | 5 | WS |
| 10-201-2502 | Praktikum der IT-Sicherheit * | 5 | WS |
| 10-INF-DS106 | Verschlüsseltes Datenmanagement auf privaten Daten | 5 | SS |
| 10-INF-DS105 | Datenschutz von Anonymisierung bis Zweckbindung | 5 | SS |
| 10-xxx-xxxx (draft) | Aktuelle Datenschutzverfahren aus der Forschung | 5 | SS |
| 09-MIN-WA004 | Medical Data Science | 5 | WS |
| Former modules: | |||
| 10-202-2314 | Information Retrieval * | 10 | irregular |
| 10-202-2322 | Textdatenbanken | 5 | SS |
| 10-202-2323 | Wissens- und Content Management | 10 | WS |
| 10-INF-DS107 | Datenschutz von Anonymisierung bis Zweckbindung | 10 | SS |
Data Analysis (and Statistics)
| Number | Name | credits | Semester |
|---|---|---|---|
| 10-202-2133 | Künstliche neuronale Netze, Deep Learning, maschinelles Lernen und Signalverarbeitung * | 10 | WS |
| 10‐202‐2104 | Neuromorphe Informationsverarbeitung * | 10 | SS |
| 10-202-2201 | Wissenschaftliche Visualisierung * | 10 | WS |
| 10-INF-DS201 | Mathematical foundations of data analysis | 5 | WS (English) |
| 10-xxx-xxxx(draft) | Introductory Computing for Data Science | 10 | SS (English) |
| 10-xxx-xxxx | Optimization for Machine Learning | 5 | SS (English) |
| 10-INF-DS-XXX (Draft) | Reinforcement Learning – Theory and Applications | 5 | SS (10 participants max.) |
| 10-INF-DS-XXX (Draft) | Mathematics and Machine Learning Internship * | 5 | SS/WS (English) |
| Statistics modules: | |||
| 10-INF-BI01 | Statistisches Lernen | 10 | WS |
| 07-202-1103A | Advanced Statistics | 5 | WS (English) |
| 07-202-2302 | Multivariate Statistik und Data Mining | 10 | SS |
| 10-INF-DS202 | Probabilistic machine learning | 5 | SS (English) |
| Extracurriculare modules: | |||
| 10-xxx-xxxx (draft) | Advanced Deep Learning | 5 | WS 2024/25 |
| 10-xxx-xxxx (draft) | Multimodal Machine Learning in Molecular Biomedicine: Methods and Applications | 10 | WS 2024/25 |
| Former modules: | |||
| 10-202-2316 | Advanced language technologies | 10 | irregular |
| 10-202-2307 | Applied language technologies | 10 | irregular |
| 10-201-2301 | Text Mining | 10 | WS |
| 10-MAT-DSTAT | Mathematische Statistik | 10 | SS |