Machine Learning Studio: Algorithms You Can Poke

Field notes

The homepage uses a shared 21-point dataset as a compact comparison surface: visitors can add a point, switch methods, and reset the scene while the algorithm’s response updates. The broader atlas contains 42 concepts organized into five tracks, and the page describes each lesson as combining intuition, core mathematics, method-selection guidance, and failure cases. A persistent sidebar and ⌘K search are presented as navigation tools.