Courses offered by the Institute of Computational Perception

This page lists all courses offered by the Institute of Computational Perception. Most of these courses will be offered once per year, either in the summer term or in the winter term. You can find the courses we offer in the current semester here.

Lectures (VO, VL), Exercises (UE), Combined Courses (KV)

At our institute we offer the following Vorlesungen (VO, VL), Übungen (UE), Kombinierte Lehrveranstaltungen (KV).

Artificial Intelligence LVA Nr. 344.014, VO, 2h, 3.0 ECTS
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Artificial Intelligence LVA Nr. 344.021, 344.022, 344.023, and 344.057 UE, 1h, 1.5 ECTS
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Introduction to Machine Learning LVA Nr. 365.099, VL, 2h, 3.0 ECTS
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Probabilistic Models LVA Nr. 344.036, VL, 2h, 3.0 ECTS
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Probabilistic Models LVA Nr. 344.037, UE, 1h, 1.5 ECTS
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Machine Learning and Pattern Classification LVA Nr. 344.090, VL, 2h, 3 ECTS
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Machine Learning and Pattern Classification LVA Nr. 344.091/92/93/94, UE, 1h, 1.5 ECTS
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Learning from User-generated Data LVA Nr. 344.046, KV, 3h, 4.5 ECTS
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Multimedia Search and Retrieval LVA Nr. 344.038, KV, 3h, 4.5 ECTS
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Special Topics: Multimedia Data Mining LVA Nr. 344.052, KV, 3h, 4.5 ECTS
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Special Topics: Social Media Mining and Analysis LVA Nr. 344.053, KV, 3h, 4.5 ECTS
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Cryptography LVA Nr. 344.016, KV, 2h, 3.0 ECTS
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Biometrische Identifikation LVA Nr. 344.011, VO, 2h, 3.0 ECTS
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Digitale Bildverarbeitung LVA Nr. 344.010, KV, 2h, 3.0 ECTS
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Reinforcement Learning LVA Nr. 344.056, KV, 3h, 4.5 ECTS
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Natural Language Processing LVA Nr. 344.075, KV, 2h, 3 ECTS
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Special Topics: Natural Language Processing with Deep Learning LVA Nr. 344.063, KV, 3h, 4.5 ECTS
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Special Topics: AI in Media, Art and Society LVA Nr. 344.047, KV, 2h, 3.0 ECTS
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Special Topics: Audio and Music Processing LVA Nr. 344.032, KV, 2h, 3.0 ECTS
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Special Topics: Machine Learning and Audio: a Challenge LVA Nr. 344.058, KV, 2h, 3.0 ECTS
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Special Topics: Affective Computing LVA Nr.: 344.084/344.184, KV, 3h, 4.5 ECTS
Special Topics: Musical Informatics LVA. Nr. 344.095, KV, 3h, 4.5 ECTS
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Seminars

Dissertantenseminar Informatik LVA Nr. 344.005, 344.013, 344.017 and 344.019, 3h, 4.5 ECTS
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Master's Thesis Seminar LVA Nr. 344.012 and 344.043, SE, 3h, 8.0 ECTS
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Seminar in Computational Engineering LVA Nr. 344.050, SE, 2h, 3.0 ECTS
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Seminar in Data Science SE, 2h, 3.0 ECTS
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Seminar in Intelligent Information Systems LVA Nr. 344.039, SE, 2h, 3.0 ECTS
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Seminar in Networks and Security LVA Nr. 344.040, SE, 2h, 3.0 ECTS
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Seminar in Pervasive Computing LVA Nr. 344.048, SE, 2h, 3.0 ECTS
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Seminar in AI (Master) LVA Nr. 344.073, SE, 2h, 3.0 ECTS
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Seminar in AI (Bachelor) LVA Nr. 344.030, SE, 2h, 3.0 ECTS

Projects, Praktika, Thesis Topics

You can find open topics for practical work and Bachelor's / Master's theses here.

Projektpraktikum ("Bachelor's Thesis") LVA Nr. 344.007, PR, 5h, 7.5 ECTS
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Project in Computational Engineering LVA Nr. 344.041, 5h, 7.5 ECTS
Project in Data Science 5h, 7.5 ECTS
Project in Intelligent Information Systems LVA Nr. 344.049, 5h, 7.5 ECTS
Project in Networks and Security LVA Nr. 344.051, 5h, 7.5 ECTS
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Project in Pervasive Computing LVA Nr. 344.042, 5h, 7.5 ECTS

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Courses offered by the Institute of Computational Perception

Lectures (VO, VL), Exercises (UE), Combined Courses (KV)

Artificial Intelligence LVA Nr. 344.014, VO, 2h, 3.0 ECTS

Artificial Intelligence LVA Nr. 344.021, 344.022, 344.023, and 344.057 UE, 1h, 1.5 ECTS

Introduction to Machine Learning LVA Nr. 365.099, VL, 2h, 3.0 ECTS

Probabilistic Models LVA Nr. 344.036, VL, 2h, 3.0 ECTS

Probabilistic Models LVA Nr. 344.037, UE, 1h, 1.5 ECTS

Machine Learning and Pattern Classification LVA Nr. 344.090, VL, 2h, 3 ECTS

Machine Learning and Pattern Classification LVA Nr. 344.091/92/93/94, UE, 1h, 1.5 ECTS

Learning from User-generated Data LVA Nr. 344.046, KV, 3h, 4.5 ECTS

Multimedia Search and Retrieval LVA Nr. 344.038, KV, 3h, 4.5 ECTS

Special Topics: Multimedia Data Mining LVA Nr. 344.052, KV, 3h, 4.5 ECTS

Special Topics: Social Media Mining and Analysis LVA Nr. 344.053, KV, 3h, 4.5 ECTS

Cryptography LVA Nr. 344.016, KV, 2h, 3.0 ECTS

Biometrische Identifikation LVA Nr. 344.011, VO, 2h, 3.0 ECTS

Digitale Bildverarbeitung LVA Nr. 344.010, KV, 2h, 3.0 ECTS

Reinforcement Learning LVA Nr. 344.056, KV, 3h, 4.5 ECTS

Natural Language Processing LVA Nr. 344.075, KV, 2h, 3 ECTS

Special Topics: Natural Language Processing with Deep Learning LVA Nr. 344.063, KV, 3h, 4.5 ECTS

Special Topics: AI in Media, Art and Society LVA Nr. 344.047, KV, 2h, 3.0 ECTS

Special Topics: Audio and Music Processing LVA Nr. 344.032, KV, 2h, 3.0 ECTS

Special Topics: Machine Learning and Audio: a Challenge LVA Nr. 344.058, KV, 2h, 3.0 ECTS

Special Topics: Affective Computing LVA Nr.: 344.084/344.184, KV, 3h, 4.5 ECTS

Special Topics: Musical Informatics LVA. Nr. 344.095, KV, 3h, 4.5 ECTS

Seminars

Dissertantenseminar Informatik LVA Nr. 344.005, 344.013, 344.017 and 344.019, 3h, 4.5 ECTS

Master's Thesis Seminar LVA Nr. 344.012 and 344.043, SE, 3h, 8.0 ECTS

Seminar in Computational Engineering LVA Nr. 344.050, SE, 2h, 3.0 ECTS

Seminar in Data Science SE, 2h, 3.0 ECTS

Seminar in Intelligent Information Systems LVA Nr. 344.039, SE, 2h, 3.0 ECTS

Seminar in Networks and Security LVA Nr. 344.040, SE, 2h, 3.0 ECTS

Seminar in Pervasive Computing LVA Nr. 344.048, SE, 2h, 3.0 ECTS

Seminar in AI (Master) LVA Nr. 344.073, SE, 2h, 3.0 ECTS

Seminar in AI (Bachelor) LVA Nr. 344.030, SE, 2h, 3.0 ECTS

Projects, Praktika, Thesis Topics

Projektpraktikum ("Bachelor's Thesis") LVA Nr. 344.007, PR, 5h, 7.5 ECTS

Project in Computational Engineering LVA Nr. 344.041, 5h, 7.5 ECTS

Project in Data Science 5h, 7.5 ECTS

Project in Intelligent Information Systems LVA Nr. 344.049, 5h, 7.5 ECTS

Project in Networks and Security LVA Nr. 344.051, 5h, 7.5 ECTS

Project in Pervasive Computing LVA Nr. 344.042, 5h, 7.5 ECTS