Last change: 23 Sep 2024

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 )

NumberNameCredits   Semester   
10-INF-DS01Skalierbare Datenbanktechnologien 110WS (mandatory)
10-INF-DS101Skalierbare Datenbanktechnologien 25SS
10-INF-DS102Big Data Praktikum *5SS
10-INF-DS103Praktikum Data Warehouse & Data Mining *5WS
10-INF-DS104Data Preparation & Cleaning5SS 
10-201-2503Grundlagen der IT-Sicherheit5WS
10-201-2502Praktikum der IT-Sicherheit *5WS
10-INF-DS106Verschlüsseltes Datenmanagement auf privaten Daten5SS
10-INF-DS105Datenschutz von Anonymisierung bis Zweckbindung5SS
10-xxx-xxxx (draft)Aktuelle Datenschutzverfahren aus der Forschung5SS
09-MIN-WA004Medical Data Science5WS
Former modules:   
10-202-2314Information Retrieval *10irregular
10-202-2322Textdatenbanken5SS
10-202-2323Wissens- und Content Management10WS
10-INF-DS107Datenschutz von Anonymisierung bis Zweckbindung10SS

Data Analysis (and Statistics)

NumberNamecreditsSemester
10-202-2133Künstliche neuronale Netze, Deep Learning, maschinelles Lernen und Signalverarbeitung *10WS
10‐202‐2104Neuromorphe Informationsverarbeitung *10SS
10-202-2201Wissenschaftliche Visualisierung *10WS
10-INF-DS201Mathematical foundations of data analysis5WS (English)
10-xxx-xxxx(draft)Introductory Computing for Data Science10SS (English)
10-xxx-xxxxOptimization for Machine Learning5SS (English)
    
Statistics modules:   
10-INF-BI01Statistisches Lernen10WS
07-202-1103AAdvanced Statistics5WS (English)
07-202-2302Multivariate Statistik und Data Mining10SS
10-INF-DS202Probabilistic machine learning5SS (English)
    
Extracurriculare modules:   
10-xxx-xxxx (draft)Advanced Deep Learning5WS 2024/25
10-xxx-xxxx (draft)Multimodal Machine Learning in Molecular Biomedicine: Methods and Applications10WS 2024/25
    
Former modules:   
10-202-2316Advanced language technologies10irregular
10-202-2307Applied language technologies10irregular
10-201-2301Text Mining10WS
10-MAT-DSTATMathematische Statistik10SS

Additional and application modules

Area NumberNamecreditsSemester
Data Science 10-INF-DS-301Current Trends in Data Science5SS
Computer Science 10-202-2137KI und Ethik5WS
Computer Science 10-202-2131Einführung in Soziale Netzwerke5WS
Computer Science 10-202-2346Automated Software Engineering10SS
Computer Science 10-202-2350Grundlagen des Automated Software Engineerings5SS
Computer Science 10-202-2345Software Engineering für KI-Systeme10SS
Computer Science 10-202-2218VGrundlagen komplexer Systeme5SS
Computer Science 10-202-2220Komplexe Systeme10SS
Computer Science 10-202-2303Logik in der Informatik5WS
Computer Science 10-xxx-xxxxBio-Image Data Science5SS (English)
Medical Inf./Comp. Science 10-xxx-xxxxKünstliche Intelligenz im Gesundheitswesen5SS
Medical Inf./Comp. Science 09-202-2413Statistische Aspekte der Analyse molekularbiologischer und genetischer Daten5WS
Medical Inf./Comp. Science 10-202-2204Medizinische Bildverarbeitung und Bildaufnahme *10SS
Bioinformatics 10-202-2207Sequenzanalyse und Genomik10WS
Bioinformatics 10-202-2205Graphen und biologische Netze10WS
Digital Humanities 10-DIH-0001Verfahren und Anwendungen in den Digital Humanities10WS
Digital Humanities 10-DIH-1002Computational Methods for Empirical Research5SS
Digital Humanities 10-DIH-1003Computational Spatial Humanities5SS
Digital Humanities 10-DIH-1004Cultural Analytics (planned)
Earth Sciences 12-111-1034Data Assimilation5SS (5 participants max.)
Earth Sciences 12-GEO-M-DS02Spatio-temporal data5SS (5 participants max., English)
Earth Sciences 12-GEO-M-SK01Research Data Management and Social Responsibility5WS (5 participants max., English)
10-INF-DS-XXX (Draft)Computational Modeling in Human-Computer Interaction5WS
Former modules:   
Computer Science 10-201-2219Grundlagen der Parallelverarbeitung5 /10WS (Bachelor module)
Digital Humanities 10-202-2342Linguistische Annot. und Datenextraktion mit XQuery10SS
Digital Humanities 10-DIH-1001Einführung in linguistische Annotation und XML Technologien10WS