An Introduction to Statistical Learning: with Applications in R 2021 Edition

Many of the same subjects are covered in An Introduction to Statistical Learning, but at a level that is understandable to a far larger audience. This book is intended for both statisticians and non-statisticians who want to analyse their data using cutting-edge statistical learning approaches. Only a prior linear regression course and no prior understanding of matrix algebra are assumed throughout the material.