All Tree Models — v1 (Comprehensive Intuition Guide)

A walk through every major tree-based model, where each section ends with the specific weakness that motivated the next algorithm.

July 22, 2026 · 99 min · 21067 words · Sushant Patil

Core Statistical Concepts for Senior ML Scientists

A worked-example-driven refresher on core statistics, using a running coin-toss example to build fast, genuine intuition.

July 19, 2026 · 25 min · 5206 words · Sushant Patil