ISL slide decks

Published

Last modified: 2026-09-29

This section contains Quarto-revealjs slide decks adapted from the official PDF slide decks at statlearning.com → resources for Python, reproduced here with permission from the authors (James, Witten, Hastie, Tibshirani).

Each chapter deck follows the Python ↔︎ R tabset pattern: every code example appears side-by-side in Python (using the ISLP package) and R (using ISLR2), so readers can follow along in either language.

Available decks

Chapter	Title	Formats
2	Statistical Learning	HTML · Slides
3	Linear Regression	HTML · Slides
7	Moving Beyond Linearity	HTML · Slides

More chapters to follow.

Template

See template.qmd for the Python/R tabset pattern and revealjs front matter that chapter decks follow.