GV

GeezerVison

The World Wide Web, restored to 800 pixels of glory.

Home|About|Gaming cabinet|Archives|How it works|Starter sites

On this site

  • An Introduction to Statistical Learning
  • Online Courses
  • ISL with R, 1st Edition
  • ISL with R, 2nd Edition
  • ISL with Python
  • ISL with R, 1st Edition
  • ISL with R, 2nd Edition
  • ISL with Python
  • Reviews
  • Forum
  • Folder: Resources
  • Folder: Errata

This view

  • Original page
  • New address

GeezerVison is showing www.statlearning.com — Resources - ISL with Python — An Introduction to Statistical Learning

Resources

ISL with Python

Notebook Files on GitHub

Slides

Slides were prepared by the authors. Source code for the slides is not currently available. All rights reserved. The materials provided here can be used (and modified) for non-profit educational purposes.

Chapter 1 Slides

Chapter 2 Slides

Chapter 3 Slides

Chapter 4 Slides

Chapter 5 Slides

Chapter 6 Slides

Chapter 7 Slides

Chapter 8 Slides

Chapter 9 Slides

Chapter 10 Slides

Chapter 11 Slides

Chapter 12 Slides

Chapter 13 Slides

All slides as a single .zip file

Data Sets

Advertising.csv

Auto.data

Auto.csv

book_images.zip

College.csv

Ch12Ex13.csv

Credit.csv

Heart.csv

Income1.csv (Figure 2.2)

Income2.csv (Figure 2.3)

Imagenet

All .csv files, as .zip

Figures

Download zip files containing the figures for Chapters 1-6 and Chapters 7-13 . You are welcome to use these figures in your teaching or presentations, provided that you cite the textbook.

ISLP package documentation

ISLP installation instructions

You are visitor 01402503 — GeezerVison does not store the pages you look up.
Best viewed with Netscape Navigator 4.7 or Internet Explorer 6 at 800×600. No cookies required.