ISLR EXERCISES

Student Solutions


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Introduction
Chapter 1 -- NO EXERCISES

Statistical Learning
Chapter 2 -- [01]- [02]- [03]- [04]- [05]- [06]- [07]- [08]- [09]- [10]

Linear Regression
Chapter 3 -- [01]- [02]- [03]- [04]- [05]- [06]- [07]- [08]- [09]- [10]- [11]- [12]- [13]- [14]- [15]
MISSING #7 and #11.d

Classification
Chapter 4 -- [01]- [02]- [03]- [04]- [05]- [06]- [07]- [08]- [09]- [10]- [11]- [12]- [13]

Resampling Methods
Chapter 5 -- [01]- [02]- [03]- [04]- [05]- [06]- [07]- [08]- [09]

Linear Model Selection and Regularization
Chapter 6 -- [01]- [02]- [03]- [04]- [05]- [06]- [07]- [08]- [09]- [10]- [11]
MISSING #7

Moving Beyond Linearity
Chapter 7 -- [01]- [02]- [03]- [04]- [05]- [06]- [07]- [08]- [09]- [10]- [11]- [12]
MISSING #1

Tree-Based Methods
Chapter 8 -- IN PROGRESS -- targeting Feb 19, 2016

Support Vector Machines
Chapter 9

Unsupervised Learning
Chapter 10