James Gareth et al. An Introduction to Statistical Learning with Applications in R

James Gareth, Witten Daniela, Hastie Trevor, Tibshirani Robert.
Springer Science+Business Media New York, 2013. - 436 p.This is a comprehensive textbook on statistical learning. The book provides an accessible introduction to the field, covering key topics and techniques in statistical learning, with a focus on applications in R.The book focuses on statistical learning, a critical toolkit for understanding data in various fields. It includes applications in R, a popular programming language for data analysis. The book consists of 10 chapters, each with a lab that demonstrates the chapter’s concepts in R. It covers fundamental and modern machine learning material with its application using numerous real-life data sets.