inf534 - Probabilistic Modelling II (Complete module description)
Module label | Probabilistic Modelling II |
Modulkürzel | inf534 |
Credit points | 3.0 KP |
Workload | 90 h |
Institute directory | Department of Computing Science |
Verwendbarkeit des Moduls |
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Zuständige Personen |
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Prerequisites | |
Skills to be acquired in this module | Probabilistic models are generated with special tools (e.g. BUGS, JAGS, STAN) or domain specific programming languages (WebPPL, PyMC3, … , etc.). If they mimic cognitive processes of humans (e.g. pilots, drivers) or animals they could be used as cooperative assistance systems in technical or financial systems like cars, robots, or recommenders. In this part of the seminar we read, present, and discuss recent research papers. Professional competence: The students:
Methodological competence The students:
Social competence The students:
Self-competence The students:
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Module contents | Theories, methods, and examples of Bayesian models with practical applications |
Literaturempfehlungen | Recent publications |
Links | |
Language of instruction | German |
Duration (semesters) | 1 Semester |
Module frequency | halbjährlich |
Module capacity | unlimited |
Reference text | Associated wiht the module:
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Examination | Prüfungszeiten | Type of examination |
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Final exam of module | individuell in Absprache mit dem Lehrenden |
seminar talk, reflective written summary |
Lehrveranstaltungsform | Seminar |
SWS | 2 |
Frequency | -- |
Workload Präsenzzeit | 28 h |