Course Details
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 | 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 | 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 | 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/ | 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 |
---|---|---|---|---|---|
Prof. Dr. Stuckenschmidt | Lecture / Practical exercises | Spring | German | 6 | |
Prof. Dr. Gemulla | Lecture / Practical exercises | Spring | German | 6 | |
Prof. Dr. Ponzetto / Dr. Pedro Ortiz | Lecture / Practical exercises | Fall | English | 6 | |
Dr. Christian Meilicke | Lecture / Practical exercises | Fall | German | 6 | |
Prof. Dr. Bizer / Prof. Dr. Ponzetto | Lecture / Practical exercises | Fall | German | ||
Prof. Dr. Bizer / Prof. Dr. Ponzetto | Lecture / Practical exercises | Spring | German | ||
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 |
---|---|---|---|---|---|
Prof. Dr. Bizer / Prof. Dr. Gemulla / Prof. Dr. Paulheim / Prof. Dr. Ponzetto / Prof. Dr. Stuckenschmidt | Akademic talks and dicussion | Fall / Spring | |||
Prof. Dr. Ponzetto | Lecture / Practical Exercises | English | 6 |