FB6 Mathematik/Informatik/Physik

Institut für Informatik

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Aktuelle Veranstaltungen

Machine Learning (Lecture) (CS-BP-NI, CS-BWP-AI, CS-BWP-INF, CS-BWP-NI)
Dozent:Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack, Ph.D.
Veranstaltungstyp:Vorlesung (Offizielle Lehrveranstaltungen)
Beschreibung:Prerequisites: None

Being a mainly academic topic about 20 years ago, Machine Learning has become a discipline of major impact on both science and engineering by today. This course introduces the basics of Machine Learning and Data Mining. Major topics are concept learning, decision trees, problems of data in high dimensional representations, clustering algorithms, linear and nonlinear dimension reduction, artificial neural networks (e.g. multilayer perceptrons, RBF networks, self-organizing maps), classification methods, reinforcement learning, modeling uncertainty and temporal probability models.
Ort:93/E44: Di. 14:00 - 16:00 (14x) Do. 10:00 - 12:00 (13x), 66/E34: Mi. 10:00 - 12:00 (14x), 35/E01: Donnerstag, 13.07.2023 10:00 - 12:00
Semester:SoSe 2023
Zeiten:Di. 14:00 - 16:00 (wöchentlich), Ort: 93/E44, Mi. 10:00 - 12:00 (wöchentlich), Ort: 66/E34, Do. 10:00 - 12:00 (wöchentlich), Ort: 93/E44, Termine am Donnerstag, 13.07.2023 10:00 - 12:00, Ort: 35/E01
Erster Termin:Dienstag, 11.04.2023 14:00 - 16:00, Ort: 93/E44
Empfohlenes Semester:ab 4. Semester