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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).
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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
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Special Topics: Musical Informatics LVA. Nr. 344.095, KV, 3h, 4.5 ECTS
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Seminars
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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.
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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
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Project in Data Science 5h, 7.5 ECTS
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Project in Intelligent Information Systems LVA Nr. 344.049, 5h, 7.5 ECTS
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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
