Schedule
Course Materials
| Lecture # | Date | Topic (Slides) | Notebooks | Reading |
|---|---|---|---|---|
| 0 | 25 Jul | Pre-requisite quiz released | ||
| 1 | 6 Aug | Introduction and Logistics | Transcription and local LLMs, Segmentation and Localization, Prompt to Image | |
| 2 | 7 Aug | Convention, Metrics, Classification, Regression | Rule based vs ML, Confusion Matrix, Dummy baselines | |
| 3 | 8 Aug | Decision Trees 1 | Entropy, Decision Trees Real Output, DT Real Input Discrete Output |