Details zur Lehrveranstaltung
| Machine learning and data science | |
| Modul: | Phy-Ba-PV: Physikalische Vertiefung |
| Lecture language | English |
| Summary of Lecture: | 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. |
| data set up-to-date | |
| Scope: | lecture: 2 hours/week |
| Time/location: | DI(6) ugW. MPIPKS, SR3 |
| Audience: | Vertiefung Bachelor (PV) und Master (alle) |
| Specialization area: | |
| Previous knowledge: | Programming, basic statistics | Certificate: |
| Enrolment: | |
| Web-reference: | 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 | |