The coding exercises of Chapter 1 and Chapter 2 are simple R tutorials and have not been included here

Chapter 3 Linear Regression

Question 8
Question 9
Question 10
Question 11
Question 12
Question 13
Question 14
Question 15

Chapter 4 Classification

Question 10
Question 11
Question 12
Question 13

Chapter 5 Resampling methods

Question 5
Question 6
Question 7
Question 8
Question 9

Chapter 6 Linear Model Selection and Regularization

Question 8
Question 9
Question 10
Question 11

Chapter 7 Moving Beyond Linearity

Question 6
Question 7
Question 8
Question 9
Question 10
Question 11
Question 12

Chapter 8 Tree Based Methods

Question 7
Question 8
Question 9
Question 10
Question 11
Question 12

Chapter 9 Support Vector Machines

Question 4
Question 5
Question 7
Question 8