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 |
|---|---|---|
| 1 | Math Bootcamp | Coming soon |
| 2 | Financial Data I | Week 2 Slides |
| 3 | Financial Data II | Week 3 Slides |
| 4 | Introduction to Machine Learning | Coming soon |
| 5 | Clustering | Coming soon |
| 6 | Regression | Coming soon |
| 7 | Machine Learning & Portfolio Theory | Coming soon |
| 8 | Linear Classification | Coming soon |
| 9 | Nonlinear Classification | Coming soon |
| 10 | Advanced Topics I: Ensemble Methods | Coming soon |
| 11 | Advanced Topics II: Neural Networks & Deep Learning | Coming soon |
| 12 | Advanced Topics III: Textual Data | Coming soon |