Resources

ISL with Python

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