| - | Week 4 - Lecture 1 - Introduction to Machine Learning - Part 1 - Introduction to Machine Learning.pdf | 2242523 | | pdf | 2026-04-07 16:47:47 |
| - | Week 4 - Lecture 1 - Introduction to Machine Learning - Part 2 - Regularization.pdf | 675528 | | pdf | 2026-04-07 16:47:49 |
| - | Week 4 - Lecture 1 - Introduction to Machine Learning - Part 3 - Validation.pdf | 1444457 | | pdf | 2026-04-07 16:47:51 |
| - | Week 4 - Lecture 2 - Decision Trees - Part 1 - Decision Trees.pdf | 534741 | | pdf | 2026-04-07 16:47:52 |
| - | Week 4 - Lecture 2 - Decision Trees - Part 2 - Entropy.pdf | 674774 | | pdf | 2026-04-07 16:47:54 |
| - | Week 4 - Lecture 2 - Decision Trees - Part 3 - Information Gain.pdf | 843638 | | pdf | 2026-04-07 16:47:55 |
| - | Week 4 - Lecture 2 - Decision Trees - Part 4 - Iterative Dichotomiser.pdf | 688611 | | pdf | 2026-04-07 16:47:57 |
| - | Week 4 - Lecture 2 - Decision Trees - Part 5 - Evaluating Classification Models.pdf | 525389 | | pdf | 2026-04-07 16:47:58 |
| - | Week 4 - Lecture 2 - Decision Trees - Part 6 - Pruning Decision Trees.pdf | 500830 | | pdf | 2026-04-07 16:48:00 |