Course links
| Course | Links | Role |
|---|---|---|
| CMU 10-601, Spring 2015 — Mitchell and Balcan | Lectures and materials | Main course: mathematical development, learning theory and unsupervised methods. |
| Cornell CS4780/5780, Fall 2018 — Weinberger | Course · Topic notes | Supplement: classical supervised learning, ensembles and Gaussian processes. |
The reading plan maps individual PDFs, videos, readings and examples to the study sequence. Video links arranges the lecture recordings by chapter, and the ML overview maps the reading-plan topics to the chapters.