Teaching

The following courses are offered by members of the DWS group within the degree programs Mannheim Master in Data Science, Bachelor in Business Informatics, and Master in Business Informatics. Professors of the DWS group also teach in the part-time distance-learning Master program in Data Science offered together with Albstadt-Sigmaringen University.

Courses for Master Candidates

Code	Title	Lecturer	Type	Semester	ECTS
IE 500	Data Mining	Prof. Dr. Bizer / Prof. Dr. Paulheim	Lecture / Practical exercises / Student project	Fall / Spring	6
CS 460	Database Technology	Prof. Dr. Paulheim	Lecture / Practical exercises	Spring	6
CS 560	Large-Scale Data Management	Prof. Dr. Gemulla	Lecture / Practical exercises	Fall	6
IE 560	Decision Support	Prof. Dr. Heiner Stuckenschmidt	Lecture / Practical exercises	Fall	6
IE 646	Higher Level Computer Vision	Prof. Dr. Margret Keuper	Lecture / Practical exercises	Fall	6
IE 647	Image Processing	Prof. Dr. Margret Keuper	Lecture / Practical exercises	Spring	6
IE 650	Knowledge Graphs	Prof. Dr. Paulheim	Lecture / Practical exercises	Fall	6
IE 661	Text Analytics	Prof. Dr. Ponzetto	Lecture / Practical exercises	Fall	6
IE 663	Information Retrieval and Web Search	Prof. Dr. Ponzetto	Lecture / Practical exercises / Student project	Spring	3+3
IE 670	Web Data Integration	Prof. Dr. Bizer	Lecture / Tutorials / Student project	Fall	3+3
IE 671	Web Mining	Prof. Dr. Bizer	Lecture / Tutorials / Student project	Spring	3+3
IE 686	Large Language Models and Agents	Ralph Peeters / Prof. Dr. Bizer	Lecture / Tutorials / Student project	Fall	3
IE 672	Data Mining II	Prof. Dr. Paulheim	Lecture / Practical exercises / Student project	Spring	6
IE 675b	Machine Learning	Prof. Dr. Rainer Gemulla	Lecture / Practical exercises	Fall	9
DS 203	Responsible AI	Jun.-Prof. Dr. Kellmeyer	Lecture	Fall	6
IE 678	Deep Learning	Prof. Dr. Gemulla	Lecture / Practical exercises	Spring	6
IE 696	Advanced Methods in Text Analytics	Prof. Dr. Ponzetto	Lecture / Practical exercises	Spring	6
IE 689	Relational Learning	Prof. Dr. Stuckenschmidt / Dr. Meilicke	Lecture / Practical exercises	Fall	6
IE 694	Industrial Applications of Artificial Intelligence	Prof. Dr. Stuckenschmidt	Lecture / Practical exercises	Spring	6
IS 515	Process Management and Analytics	Prof. Dr. Van der Aa / Prof. Dr. Rehse (BWL)	Lecture / Practical exercises	Fall	6
IE 692	Advanced Process Mining	Prof. Dr. Jana-Rebecca Rehse	Lecture / Practical Exercises	Spring	6
TP	Team Project	Bizer, Keuper, Paulheim, Ponzetto, Stuckenschmidt	Project Seminar	Fall / Spring	12
CS 704	AI Seminar	Prof. Dr. Stuckenschmidt	Seminar	Fall / Spring	4
CS 707	Data and Web Science Seminar	Prof. Dr. Gemulla	Seminar	Spring	4
CS 709	Text Analytics Seminar	Prof. Dr. Ponzetto	Seminar	Fall / Spring	4
CS 710	Selected Topics in Data Science Seminar	Prof. Dr. Paulheim	Seminar	Spring	4
CS 715	Solving Complex Tasks using LLMs Seminar	Prof. Dr. Bizer	Seminar	Fall / Spring	4
CS 718	AI in Fiction and Society Seminar	Prof. Dr. Paulheim	Seminar	Fall	4
CS 717	Seminar Computer Vision	Prof. Dr.-Ing. Margret Keuper	Seminar	Fall/Spring	4

All Master's level courses are taught in English.
Courses from previous semesters are found in the Master Course Archive.

Courses for Bachelor Candidates

Title	Lecturer	Type	Semester	Language	ECTS
Wirtschaftsinformatik II/IV	Prof. Dr. Stuckenschmidt	Lecture / Practical exercises	Spring	German	6
Praktische Informatik II	Prof. Dr. Gemulla	Lecture / Practical exercises	Spring	German	6
Einführung in Data Science	Prof. Dr. Ponzetto / Dr. Pedro Ortiz	Lecture / Practical exercises	Fall	English	6
Künstliche Intelligenz	Dr. Christian Meilicke	Lecture / Practical exercises	Fall	German	6
Wirtschaftsinformatik für BaKuWis	Prof. Dr. Bizer / Prof. Dr. Ponzetto	Lecture / Practical exercises	Fall	German
Wirtschaftsinformatik für WiPäds	Prof. Dr. Bizer / Prof. Dr. Ponzetto	Lecture / Practical exercises	Spring	German
KI Seminar	Prof. Dr. Stuckenschmidt	Academic talks	Fall / Spring
Data Science Seminar	Prof. Dr. Gemulla	Seminar	Spring	English	5
Ethical AI Seminar	Prof. Dr. Heiko Paulheim	Seminar	Fall	English	5

Courses from previous semesters are found in the Bachelor Course Archive.

Courses for PhD Candidates

Title	Lecturer	Type	Semester	Language	ECTS
DWS Colloquium	Prof. Dr. Bizer / Prof. Dr. Gemulla / Prof. Dr. Paulheim / Prof. Dr. Ponzetto / Prof. Dr. Stuckenschmidt	Akademic talks and dicussion	Fall / Spring
Computational Text Analysis	Prof. Dr. Ponzetto	Lecture / Practical Exercises		English	6

Lecture Videos

The Data and Web Science Group records core lectures for Master students on video and provides screen casts of accompanying exercises in order to enable students to be more flexible in their learning patterns. The videos and screen casts are found here.