Details zur Lehrveranstaltung
| Machine learning and data science | |
| Modul: | Phy-Ba-PV: Physikalische Vertiefung |
| Vorlesungssprache | Englisch |
| Inhalt der Lehrveranstaltung: | In recent years, the availability of large sets of data has led to the development of computational methods for their manipulation and interpretation. In this lecture, we will introduce fundamental concepts from data science and machine learning, such as dimensionality reduction, neural networks and deep learning. |
| Datensatz aktualisiert | |
| Umfang: | Vorlesung: 2 Stunden/Woche |
| Zeit/Ort: | DI(6) ugW. MPIPKS, SR3 |
| Hörerkreis: | Vertiefung Bachelor (PV) und Master (alle) |
| Vertiefungsgebiet: | |
| Vorkenntnisse: | Programming, basic statistics | Nachweis: |
| Einschreibung: | |
| Web-Referenz: | https://www.pks.mpg.de/statistical-physics-of-living-systems/teaching/machine-learning-and-data-science |
| The lecture will take place biweekly in a hybrid or online format, depending on how institute rules evolve. Zoom link: https://us02web.zoom.us/j/85413702254?pwd=L2FUc29SMGVHaTNaeHg0WlY1WDVMZz09 Meeting ID: 854 1370 2254 Passcode: 090867 | |