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Introduction to Statistical Learning by James, Witten, Hastie, and Tibshirani is one of the most popular books for gaining a fundamental understanding of machine learning. All of the code and exercises are presented with the R programming language. In this repo, all exercises are completed with Python, the most popular language today for machine learning. Recreations of some of the examples in the text are also provided. Each chapter is presented as a separate Jupyter Notebook.