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Masterstudium Artificial Intelligence (UK 066/993)

Versionsauswahl
(*) Leider ist diese Information in Deutsch nicht verfügbar.
Übersicht ECTS Credits
(*)Machine Learning and Perception34,50
........ UE (*)Deep Learning and Neural Nets II1,50
........ VL (*)Deep Learning and Neural Nets II3,00
........ UE (*)Deep Learning and Neural Nets I1,50
........ VL (*)Deep Learning and Neural Nets I3,00
........ KV (*)Deep Reinforcement Learning4,50
........ KV (*)Explainable AI3,00
........ UE (*)LSTM and Recurrent Neural Nets1,50
........ VL (*)LSTM and Recurrent Neural Nets3,00
........ KV Computer Vision4,50
........ UE Probabilistic Models1,50
........ VL Probabilistic Models3,00
........ UE Theoretical Concepts of Machine Learning1,50
........ VL Theoretical Concepts of Machine Learning3,00
(*)Seminar and Practical Training10,50
........ PR (*)Practical Work in AI (Master)7,50
........ SE (*)Seminar in AI (Master)3,00
(*)AI and Society10,50
........ VL (*)AI and Law II1,50
........ VL (*)AI and Law I3,00
........ KV (*)Artificial Intelligence in Society1,50
........ KV (*)Communicating AI1,50
........ KV (*)Robopsychology3,00
(*)Elective Tracks16,50/17,75/18,00/15,00
........ (*)AI and Mechatronics – Robotics and Autonomous Systems16,50
................ UE (*)Control Systems1,50
................ VL (*)Control Systems3,00
................ UE (*)Introduction to Autonomous Systems1,50
................ VL (*)Introduction to Autonomous Systems3,00
................ UE (*)Introduction to Robotic Systems1,50
................ VL (*)Introduction to Robotic Systems3,00
................ VL (*)Production Automation Systems3,00
........ (*)AI and Mechatronics – Embedded Intelligence and Signal Processing17,75
................ UE Pervasive Computing: Design and Development1,50
................ VL Pervasive Computing: Design and Development3,00
................ UE Pervasive Computing: Systems and Environments1,50
................ VL Pervasive Computing: Systems and Environments3,00
................ UE Optimale und Adaptive Signalverarbeitungssysteme1,50
................ VL Optimale und Adaptive Signalverarbeitungssysteme3,00
................ UE Radarsignalverarbeitung1,25
................ VL Radarsignalverarbeitung3,00
........ (*)Reasoning and Knowledge Representation18,00
................ UE (*)Symbolic AI1,50
................ VL (*)Symbolic AI3,00
................ KV Model Checking4,50
................ UE Automated Reasoning1,50
................ VL Automated Reasoning3,00
................ UE Computer Algebra1,50
................ VL Computer Algebra3,00
........ (*)AI and Life Sciences15,00
................ KV (*)Artificial Intelligence in Life Sciences3,00
................ KV (*)Genome Analysis & Transcriptomics3,00
................ UE (*)Medical Imaging1,50
................ VL (*)Medical Imaging4,50
................ KV (*)Structural Bioinformatics3,00
(*)Area of Specialization10,50/9,25/9,00/12,00
........ (*)Computer and Data Science
................ KV (*)Basic Methods of Data Analysis3,00
................ UE (*)Computational Logics for AI1,50
................ VL (*)Computational Logics for AI3,00
................ UE (*)Machine Learning: Supervised Techniques1,50
................ VL (*)Machine Learning: Supervised Techniques3,00
................ UE (*)Machine Learning: Unsupervised Techniques1,50
................ VL (*)Machine Learning: Unsupervised Techniques3,00
................ VL (*)Natural Language Processing3,00
................ KV (*)Programming in Python II3,00
................ KV (*)Reinforcement Learning4,50
................ UE (*)Statistics for AI3,00
................ VL (*)Statistics for AI3,00
................ UE (*)Visual Analytics1,50
................ UE (*)Symbolic AI1,50
................ VL (*)Symbolic AI3,00
................ UE Softwareentwicklung 23,00
................ VL Softwareentwicklung 23,00
................ KV Big Data Management and Processing3,00
................ KV Computational Data Analytics3,00
................ KV Conceptual Data Modeling3,00
................ KV Debugging3,00
................ KV Emerging Computer Technologies4,50
................ KV Hardware Design4,50
................ VL Information Displays3,00
................ KV Information Visualization4,50
................ KV Knowledge Based Systems3,00
................ KV Learning from User-generated Data4,50
................ KV Machine Learning and Pattern Classification4,50
................ KV Mobile Computing3,00
................ KV Model Checking4,50
................ KV Multimedia Search and Retrieval4,50
................ UE Principles of Cooperation1,50
................ VL Principles of Cooperation3,00
................ UE Principles of Interaction1,50
................ VL Principles of Interaction3,00
................ KV SAT Solving3,00
................ KV Semantic Data Modeling and Applications3,00
................ VL Visual Analytics3,00
................ KV (*)Statistical Principles of Data Science6,00
................ KV (*)Computational Statistics4,00
........ (*)Mathematics
................ VL Inverse Probleme3,00
................ VL Stochastische Prozesse3,00
................ VL Algorithmische Kombinatorik3,00
................ UE Automated Reasoning1,50
................ VL Automated Reasoning3,00
................ VL Berechenbarkeitstheorie3,00
................ UE Computational Geometry1,50
................ VL Computational Geometry3,00
................ UE Computer Algebra for Concrete Mathematics1,50
................ VL Computer Algebra for Concrete Mathematics3,00
................ UE Computer Algebra1,50
................ VL Computer Algebra3,00
................ VL Entscheidbare logische Theorien3,00
................ VL Formales Modellieren3,00
................ VL Formal Semantics of Programming Languages3,00
................ UE Funktionalanalysis1,50
................ VL Funktionalanalysis4,50
................ KV Funktionales Programmieren3,00
................ UE Fuzzy Logic1,50
................ VL Fuzzy Logic3,00
................ UE Fuzzy Systems1,50
................ VL Fuzzy Systems3,00
................ UE Inverse Probleme1,50
................ KV Logisches Programmieren3,00
................ UE Markov-Ketten1,50
................ VL Markov-Ketten3,00
................ UE Optimierung1,50
................ VL Optimierung4,50
................ VL Rewriting in Computer Science and Logic3,00
................ VL Spezialvorlesung Optimierung3,00
................ VL Spezialvorlesung Symbolisches Rechnen3,00
................ VL Spezialvorlesung Wahrscheinlichkeitstheorie und Mathematische Statistik3,00
................ VL Spezialvorlesung Wissensbasierte mathematische Systeme3,00
................ UE Stochastische Prozesse1,50
................ VL Wissens- und Datenbasiertes Modellieren3,00
........ (*)Mechatronics
................ UE (*)Control Systems1,50
................ VL (*)Control Systems3,00
................ UE (*)Introduction to Autonomous Systems1,50
................ VL (*)Introduction to Autonomous Systems3,00
................ UE (*)Introduction to Robotic Systems1,50
................ VL (*)Introduction to Robotic Systems3,00
................ VL (*)Production Automation Systems3,00
................ UE Pervasive Computing: Design and Development1,50
................ VL Pervasive Computing: Design and Development3,00
................ UE Pervasive Computing: Systems and Environments1,50
................ VL Pervasive Computing: Systems and Environments3,00
................ UE Optimale und Adaptive Signalverarbeitungssysteme1,50
................ VL Optimale und Adaptive Signalverarbeitungssysteme3,00
................ UE Automatisierungstechnik 11,25
................ VL Automatisierungstechnik 13,00
................ UE Automatisierungstechnik 21,25
................ VL Automatisierungstechnik 23,00
................ PR Automatisierungstechnik Praktikum3,00
................ PR Praktikum Einführung in die Robotik3,00
................ UE Signale und Systeme 11,25
................ VL Signale und Systeme 14,50
................ UE Signale und Systeme 21,25
................ VL Signale und Systeme 23,00
................ VL Medizintechnik 23,00
................ VL Medizintechnik3,00
................ VL Prozessautomatisierung 13,00
................ VL Prozessautomatisierung 23,00
................ PR Prozessautomatisierung Praktikum 13,00
................ PR Prozessautomatisierung Praktikum 23,00
................ UE Radarsignalverarbeitung1,25
................ VL Radarsignalverarbeitung3,00
................ KV Übertragungstechnik3,00
........ (*)Life Sciences
................ KV (*)Artificial Intelligence in Life Sciences3,00
................ KV (*)Genome Analysis & Transcriptomics3,00
................ UE (*)Medical Imaging1,50
................ VL (*)Medical Imaging4,50
................ KV (*)Structural Bioinformatics3,00
................ UE (*)Sequence Analysis and Phylogenetics3,00
................ VL (*)Sequence Analysis and Phylogenetics3,00
................ VL (*)Organic Chemistry 1 for Biological Chemistry4,50
................ UE Bioanalytics I1,50
................ VL Bioanalytics I3,00
................ UE Molekulare Biologie der Zelle I1,50
................ VL Molekulare Biologie der Zelle I3,00
................ KV Topics in Genetics & Evolution3,00
................ VU Advanced Topics of Molecular Biotechnologies3,00
................ VL (*)Biochemistry3,00
................ VL (*)Instrumental Analytical Chemistry3,00
................ VL (*)Introduction to Organic Chemistry3,00
................ VL (*)Organic Chemistry 14,50
................ VL (*)Advanced NMR 11,50
................ VL Chemie für Physiker II3,00
........ (*)Special Topics
................ KV (*)Special Topics in AI1,50
................ UE (*)Special Topics in AI1,50
................ VL (*)Special Topics in AI1,50
................ KV (*)Special Topics in AI3,00
................ UE (*)Special Topics in AI3,00
................ VL (*)Special Topics in AI3,00
................ KV (*)Special Topics in AI4,50
................ VL (*)Special Topics in AI4,50
................ SE (*)Special Topics in AI3,00
........ (*)Miscellaneous
................ KV Projektorganisation3,00
................ KV Präsentations- und Arbeitstechnik3,00
................ VL Rechtsgrundlagen für Informatiker3,00
................ VL Wirtschaftsgrundlagen für Informatiker3,00
................ VL Computer Forensics and IT Law3,00
................ VL Thinking, Speaking, Writing3,00
................ KS Soziale und geschlechterspezifische Aspekte der IT3,00
................ VL Ethics and Gender Studies3,00
................ KV (*)Gender Studies Managing Equality TN3,00
(*)Master's Thesis Seminar3,00
........ SE (*)Master's Thesis Seminar3,00
(*)Free Electives12,00