Non-parametric models: k-nearest neighbors, decision trees, and random forests. Introducing cross-validation, ...

The two tasks of supervised learning: regression and classification. Linear regression, ...

Simple, plain-English explanations accompanied by math, code, and real-world examples. Roadmap ...

A compendium of resources for crafting a curriculum on artificial intelligence, ...