Bijen Patel's Blog

Bijen Patel's Blog


Introduction to Statistical (Machine) Learning

In this series, each chapter of the Introduction to Statistical Learning (ISLR) book is summarized. ISLR is the best intro Data Science book. Each summary is visually appealing, detailed, and concise.

Articles in this series

ISLR Chapter 10 — Unsupervised Learning

Nov 8, 202016 min read

This is a summary of chapter 10 of the Introduction to Statistical Learning textbook. I’ve written a 10-part guide that covers the entire book. The guide can be read at my website, or here at Hashnode. Subscribe to stay up to date on my latest Data S...

ISLR Chapter 10 — Unsupervised Learning
ISLR Chapter 9 — Support Vector Machines
ISLR Chapter 8 — Tree-Based Methods
ISLR Chapter 7 — Moving Beyond Linearity
ISLR Chapter 6 — Linear Model Selection & Regularization
ISLR Chapter 5 — Resampling Methods