Course Details

Courses for Master Candidates

CodeTitleLecturerTypeSemesterECTS
IE 500Data MiningProf. Dr. Bizer / Prof. Dr. PaulheimLecture / Practical exercises / Student projectFall / Spring6
CS 460Database TechnologyProf. Dr. PaulheimLecture / Practical exercisesSpring6
CS 560Large-Scale Data ManagementProf. Dr. GemullaLecture / Practical exercisesFall6
IE 560Decision SupportProf. Dr. Heiner StuckenschmidtLecture / Practical exercisesFall6
CS 646Higher Level Computer VisionProf. Dr. Margret KeuperLecture / Practical exercisesFall6
IE 695Reinforcement LearningProf. Dr. Margret KeuperLecture / Practical exercisesFall6
IE 647Image ProcessingProf. Dr. Margret KeuperLecture / Practical exercisesSpring6
CS 668Generative Computer Vision ModelsProf. Dr. Margret KeuperLecture / Practical exercisesSpring6
IE 650Knowledge GraphsProf. Dr. PaulheimLecture / Practical exercisesFall6
IE 661Text AnalyticsProf. Dr. PonzettoLecture / Practical exercisesFall6
IE 663Information Retrieval and Web SearchDr. Daniel Ruffinelli / Prof. Dr. PonzettoLecture / Practical exercises / Student projectFall3+3
IE 670Web Data IntegrationProf. Dr. BizerLecture / Tutorials / Student projectFall3+3
IE 671Web MiningProf. Dr. BizerLecture / Tutorials / Student projectSpring3+3
IE 686Large Language Models and AgentsDr. Ralph Peeters / Prof. Dr. BizerLecture / Tutorials / Student projectSpring3
IE 672Data Mining IIProf. Dr. PaulheimLecture / Practical exercises / Student projectSpring6
IE 675bMachine LearningProf. Dr. Rainer GemullaLecture / Practical exercisesFall9
DS 203Responsible AIJun.-Prof. Dr. KellmeyerLectureFall6
IE 678Deep LearningProf. Dr. GemullaLecture / Practical exercisesSpring6
IE 696Advanced Methods in Text AnalyticsDr. Daniel Ruffinelli / Prof. Dr. PonzettoLecture / Practical exercisesSpring6
IE 689Relational LearningProf. Dr. Stuckenschmidt / Dr. MeilickeLecture / Practical exercisesFall6
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. Jana-Rebecca RehseLecture / Practical ExercisesSpring6
TPTeam ProjectBizer, Keuper, Paulheim, Ponzetto, StuckenschmidtProject SeminarFall / Spring12
CS 704AI SeminarProf. Dr. StuckenschmidtSeminarFall / Spring4
CS 707Data and Web Science SeminarProf. Dr. GemullaSeminarSpring4
CS 709Text Analytics SeminarProf. Dr. PonzettoSeminarFall / Spring4
CS 710Selected Topics in Data Science SeminarProf. Dr. PaulheimSeminarSpring4
CS 715Solving Complex Tasks using LLMs SeminarProf. Dr. BizerSeminarFall / Spring4
CS 718AI in Fiction and Society SeminarProf. Dr. PaulheimSeminarFall4
CS 717Seminar Computer VisionProf. Dr.-Ing. Margret KeuperSeminarFall/Spring4

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

Courses for Bachelor Candidates

TitleLecturerTypeSemesterLanguageECTS
Wirtschaftsinformatik II/IVProf. Dr. StuckenschmidtLecture / Practical exercisesSpringGerman6
Praktische Informatik IIProf. Dr. GemullaLecture / Practical exercisesSpringGerman6
Einführung in Data ScienceProf. Dr. Ponzetto / Dr. Pedro OrtizLecture / Practical exercisesFallEnglish6
Künstliche IntelligenzDr. Christian MeilickeLecture / Practical exercisesFallGerman6
Wirtschaftsinformatik für BaKuWisProf. Dr. Bizer / Prof. Dr. PonzettoLecture / Practical exercisesFallGerman 
Wirtschaftsinformatik für WiPädsProf. Dr. Bizer / Prof. Dr. PonzettoLecture / Practical exercisesSpringGerman 
KI SeminarProf. Dr. StuckenschmidtAcademic talksFall / Spring  
Data Science SeminarProf. Dr. GemullaSeminarSpringEnglish5
Ethical AI SeminarProf. Dr. Heiko PaulheimSeminarFallEnglish5

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

Courses for PhD Candidates

TitleLecturerTypeSemesterLanguageECTS

DWS Colloquium

Prof. Dr. Bizer / Prof. Dr. Gemulla / Prof. Dr. Paulheim / Prof. Dr. Ponzetto / Prof. Dr. StuckenschmidtAkademic talks and dicussion

Fall / Spring

  

Computational Text Analysis

Prof. Dr. PonzettoLecture / Practical ExercisesEnglish6