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Courses for Master Candidates

Code Title Lecturer Type Semester ECTS

IE 500

Data Mining I 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 650

Semantic Web Technologies Prof. Dr. Paulheim Lecture / Practical exercises

Fall

6

IE 661

Text Analytics Prof. Dr. Ponzetto / Prof. Dr. Glavaš Lecture / Practical exercises

Fall

6

IE 663

Information Retrieval and Web Search Prof. Dr. Glavaš Lecture / Practical exercises / Student project Spring 3+3

IE 670

Web Data Integration Prof. Dr. Bizer Lecture / Practical exercises / Student project

Fall

3+3

IE 671

Web Mining Prof. Dr. Ponzetto Lecture / Practical exercises / Student project Spring 3+3

IE 672

Data Mining II Prof. Dr. Paulheim Lecture / Practical exercises / Student project Spring 6

CS 647

Image Processing Prof. Dr.-Ing. Margret Keuper Lecture / Practical exercises / Student project

Fall

6

CS 646

Higher Level Computer Vision Prof. Dr.-Ing. Margret Keuper Lecture / Practical exercises / Student project Spring 6

IE 673

Data Mining and Matrices Prof. Dr. Gemulla Lecture / Practical exercises   6

IE 674

Hot Topics in Machine Learning Prof. Dr. Gemulla Lecture / Practical exercises

Spring

6
IE 675 Machine Learning Prof. Dr. Rainer Gemulla Lecture / Practical exercises Fall 6
IE 676 Network Analysis Prof. Dr. Stuckenschmidt Lecture / Practical exercises Fall 6

IE 689

Relational Learning Prof. Dr. Stuckenschmidt / Dr. Meilicke Lecture / Practical exercises

Fall

6

TP

Team Project Bizer, Paulheim, Stuckenschmidt Project Seminar

Fall / Spring

12

CS 707

Data and Web Science Seminar Prof. Dr. Gemulla Seminar Fall / 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

Large-Scale Data Integration Seminar Prof. Dr. Bizer Seminar Spring 4
CS 718 AI in Fiction and Society Seminar Prof. Dr. Paulheim Seminar Fall 4

All Master's level courses are taught in English.