RSM338: Applications of Machine Learning in Finance
Course Information
Instructor: Kevin Mott
Term: Winter 2026
Institution: Rotman School of Management
Weekly Materials
| Week | Topic | Slides (Browser) | Slides (PDF) | Notes (Browser) | Notes (PDF) |
|---|---|---|---|---|---|
| 1 | Math Bootcamp | HTML | HTML | ||
| 2 | Financial Data | HTML | HTML | ||
| 3 | Introduction to Machine Learning | HTML | HTML | ||
| 4 | Clustering | HTML | HTML | ||
| 5 | Regression | HTML | HTML | ||
| 6 | ML & Portfolio Theory | — | — | — | — |
| 7 | Linear Classification | — | — | — | — |
| 8 | Nonlinear Classification | — | — | — | — |
| 9 | Ensemble Methods | — | — | — | — |
| 10 | Neural Networks & Deep Learning | — | — | — | — |
| 11 | Text & NLP | — | — | — | — |
| 12 | Review | — | — | — | — |