First, note that the book of James et al 2013: An Introduction to Statistical Learning (ISLR), does not cover all the curriculum, nor all that is written in The Elements of Statistical Learning, and is only meant as a supplement, which is potentially easier to read. Below is an approximate correspondence between (parts of) the curriculum and ISLR:
Curriculum: ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ISLR:
- Chapter 2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?- Chapter 2
- Chapter 3.1 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? - Chapter 3
- Chapter 4 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?- Chapter 4.1-4.4
- Chapter 5 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?- Chapter 7.3-7.5
- Chapter 6 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?- Chapter 7.6
- Chapter 7.10-7.11 ? ? ? ? ? ? ? ? ? ? - Chapter 5?
- Chapter 9.1 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? - Chapter 7.7
- Chapter 9.2 ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? - Chapter 8.1
- C...