This is a study note from the textbook “Introduction to Statistical Learning with applications in R” by G. James, D. Witten, T. Hastie, and R. Tibshirani. Studying from the course STAT:4540 at the University of Iowa.

Chapter Notes

2 - Statistical Learning

3 - Linear Regression

4 - Classification

5 - Resampling Methods

6 - Linear Model Selection and Regularization

Practice Problems

ISLR Ch 2 Exercises

ISLR Ch 3 Exercises