Mathematical topics in data science such as dimension reduction (PCA and nonlinear reduction), clustering and community detection, and related mathematics, such as linear algebra (singular value decomposition etc.) and probability theory (limit theorems, concentration of measures etc.).
| Code | 1296000423 |
|---|---|
| Degree programme(s) | Mathematics |
| Lecturer(s) | Dr. Yuki Tokushige |
| Type of course | Lecture and exercise course |
| Semester | Summer semester |
| Language of instruction | English |
| Level of study | Master |
| ECTS credits | |
| Contact person | Dr. Yuki Tokushige |