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
CS 646	Higher Level Computer Vision	Prof. Dr. Margret Keuper	Lecture / Practical exercises	Fall	6
IE 695	Reinforcement Learning	Prof. Dr. Margret Keuper	Lecture / Practical exercises	Fall	6
IE 647	Image Processing	Prof. Dr. Margret Keuper	Lecture / Practical exercises	Spring	6
CS 668	Generative Computer Vision Models	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	Dr. Daniel Ruffinelli / Prof. Dr. Ponzetto	Lecture / Practical exercises / Student project	Fall	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	Dr. Ralph Peeters / Prof. Dr. Bizer	Lecture / Tutorials / Student project	Spring	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	Dr. Daniel Ruffinelli / 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.