advance statistical learning

need to solve following set of problems from
An Introduction to Statistical Learning with Applications in R, Second Edition
which is available in the below file
 Chapter 4: #5 all parts, #7, #12 (a)-(d), #13 (a)-(f), (i), #14 (a)-(e), #15 all parts
Chapter 5: #1, #5 all parts, #6 all parts, #7 all parts, #8 all parts
For the applied problems, you need to provide R codes as well.

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