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Dr. Ulf Krumnack
Institute of Cognitive Science
Wachsbleiche 27
49090 Osnabrück
Raum: 50/224
Tel.: +49 541 969 3376
Fax: +49 541 969 7182
E-Mail
 | Research Gate |
Research interests
- Deep Learning
- Analogies
- Universal Logic
Publications
Teaching
Summer Term 2021
Winter Term 2020/21
Test
Machine Learning (Practice) (CS-BP-NI, CS-BWP-AI, CS-BWP-INF, CS-BWP-NI)
8.3433
Dozenten
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.
Weitere Angaben
Ort: nicht angegeben
Zeiten: Di. 14:00 - 16:00 (wöchentlich)
Erster Termin: Dienstag, 05.04.2022 14:00 - 16:00
Veranstaltungsart: Übung (Offizielle Lehrveranstaltungen)
Sprache: 2
ECTS-Punkte: 4
Studienbereiche
- Veranstaltungen > Cognitive Science > Bachelor-Programm
- Schnupperstudium > Schnupper Uni > Cognitive Science
- Courses in English > Human Sciences (e.g. Cognitive Science, Psychology)
- Uni für Alle > Cognitive Science
