Title: An Introduction to Statistical Learning with Applications in R

Author(s): Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

Publisher: Springer

Abstract: This book provides an introduction to statistical learning methods. It is aimed for upper level undergraduate students, masters students and Ph.D. students in the non-mathematical sciences. The book also contains a number of R labs with detailed explanations on how to implement the various methods in real life settings, and should be a valuable resource for a practicing data scientist.

Website: http://www-bcf.usc.edu/~gareth/ISL/

My Goal: Learn this textbook for one hour and write some notes here every day.

Beginning date: April 6, 2016

Finishing date: Not yet