Allgemeine Informationen
Veranstaltungsname | Vorlesung: 5.04.4215 Machine Learning II – Advanced Learning and Inference Methods |
Untertitel | |
Veranstaltungsnummer | 5.04.4215 |
Semester | SoSe2021 |
Aktuelle Anzahl der Teilnehmenden | 18 |
erwartete Teilnehmendenanzahl | 16 |
Heimat-Einrichtung | Institut für Physik |
Veranstaltungstyp | Vorlesung in der Kategorie Lehre |
Erster Termin | Donnerstag, 15.04.2021 10:00 - 12:00, Ort: (online) |
Art/Form | VL |
Voraussetzungen | The course requires the introductory course “Machine Learning – Probabilistic Unsupervised Learning” or equivalent courses. Furthermore, basic knowledge in higher Mathematics as taught as part of first degrees in Physics, Mathematics, Statistics, Engineering or Computer Science (basic linear algebra and analysis) is required. Additionally, programming skills are required (the course supports matlab & python). Many relations to statistical physics, statistics, probability theory, stochastic exist but the course's content will be developed independently of detailed prior knowledge in these fields. |
Lehrsprache | englisch |
Info-Link | http://www.uni-oldenburg.de/fileadmin/user_upload/physik/PDF/Modulhandbuecher/Modulhandbuch_Fach-Master_Physik_2015.pdf#page=79 |
ECTS-Punkte | 6 |