Warning: This content has not yet been fully revised for this year.
Readings in Perusall:
- Deep Learning with Python chapter 2 through 2.3
- The scikit-learn documentation page on Decision Trees, focusing on the following sections:
- introduction
- Classification
- Regression
- Mathematical formulation: you may skip over the formulas; the main idea is that we’re minimizing a loss function.
Additionally, work through the following interactive articles:
Optional Supplemental Material
Read the paper that introduced a well-known dataset: ImageNet, Microsoft COCO, MNIST, etc.