An Introduction to Statistical Learning with Applications in R, namely ISLR, is the “bible” of machine learning(statistical learning). This book is one of my favorite textbook at LSE, where one of my professor have got involved in the writing process. You can download this book online for completely free at http://www-bcf.usc.edu/~gareth/ISL/.
Well, unfortunately, ISLR is based on R instead of Python. So as a study notes, I am not going to translate or rephrase this book. Rather I am going to try to use Python to replicate the processes and machine learning methods. Hope you enjoy.
近期评论