Courses for Master Candidates

CodeTitleLecturerTypeSemesterECTS

IE 500

Data Mining IProf. Dr. Bizer / Prof. Dr. PaulheimLecture / Practical exercises / Student project

Fall / Spring

6

CS 460

Database TechnologyProf. Dr. PaulheimLecture / Practical exercises

Spring

6

CS 560

Large-Scale Data ManagementProf. Dr. GemullaLecture / Practical exercises

Fall

6

IE 560

Decision SupportProf. Dr. Heiner StuckenschmidtLecture / Practical exercises

Fall

6
IE 646Higher Level Computer VisionProf. Dr. Margret KeuperLecture / Practical exercisesFall6
IE 647Image ProcessingProf. Dr. Margret KeuperLecture / Practical exercisesSpring6

IE 650

Knowledge GraphsProf. Dr. PaulheimLecture / Practical exercises

Fall

6

IE 661

Text AnalyticsProf. Dr. PonzettoLecture / Practical exercises

Fall

6

IE 663

Information Retrieval and Web SearchProf. Dr. PonzettoLecture / Practical exercises / Student projectSpring3+3

IE 670

Web Data IntegrationProf. Dr. BizerLecture / Practical exercises / Student project

Fall

3+3

IE 671

Web MiningProf. Dr. BizerLecture / Practical exercises / Student projectSpring3+3

IE 672

Data Mining IIProf. Dr. PaulheimLecture / Practical exercises / Student projectSpring6
IE 675bMachine LearningProf. Dr. Rainer GemullaLecture / Practical exercisesFall9
DS 203Responsible AIJun.-Prof. Dr. KellmeyerLectureFall6
IE 678

Deep Learning

Prof. Dr. Gemulla

Lecture / Practical exercises

Spring6
IE 696Advanced Methods in Text AnalyticsProf. Dr. PonzettoLecture / Practical exercisesSpring6

IE 689

Relational LearningProf. Dr. Stuckenschmidt / Dr. MeilickeLecture / Practical exercises

Fall

6
IE 694Industrial Applications of Artificial IntelligenceProf. Dr. StuckenschmidtLecture / Practical exercisesSpring6
IS 515Process Management and AnalyticsProf. Dr. Van der Aa / Prof. Dr. Rehse (BWL)Lecture / Practical exercisesFall6
IE 692Advanced Process MiningProf. Dr. Van der AaLecture / Practical ExercisesSpring6

TP

Team ProjectBizer, Keuper, Paulheim, Ponzetto, StuckenschmidtProject Seminar

Fall / Spring

12

CS 704AI SeminarProf. Dr. StuckenschmidtSeminarFall / Spring4

CS 707

Data and Web Science SeminarProf. Dr. GemullaSeminarSpring4

CS 709

Text Analytics SeminarProf. Dr. PonzettoSeminarFall / Spring4

CS 710

Selected Topics in Data Science SeminarProf. Dr. PaulheimSeminar

Spring

4

CS 715

Large-Scale Data Integration SeminarProf. Dr. BizerSeminarFall / Spring4
CS 718AI in Fiction and Society SeminarProf. Dr. PaulheimSeminarFall4
CS 717Seminar Computer VisionProf. Dr.-Ing. Margret KeuperSeminarFall/Spring4
CS 719Process Analysis SeminarProf. Dr. Van der AaSeminarFall/Spring

4

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