Rでデータサイエンス・機械学習を勉強する際の参考書籍・サイト

自分用の備忘メモです。有料/無料、オンライン/紙の区別はしていません。

データサイエンス全般

・R for Data Science
R for Data Science

※別の人が書いた練習問題の回答集
R for Data Science: Exercise Solutions
R for Data Science Solutions

・Data Science with R
Table of Contents · Data Science with R

・Introduction for Data Science
Introduction to Data Science

・r-statistics.co
Tutorials on Advanced Stats and Machine Learning With R

機械学習

・Introduction to Statistical Learning
http://www-bcf.usc.edu/~gareth/ISL/

・The Elements of Statistical Learning
https://web.stanford.edu/~hastie/Papers/ESLII.pdf

・An Introduction to Machine Learning with R
An Introduction to Machine Learning with R

・Classification from Scratch
Classification from scratch, overview 0/8 | Freakonometrics

・Your First Machine Learning Project in R Step-by-Step
Your First Machine Learning Project in R Step-By-Step (tutorial and template for future projects)

・Machine Learning in R for Beginners
Machine Learning in R for beginners (article) - DataCamp

・Introduction to machine learning in R : tutorial
Introduction to machine learning in R (tutorial) | Kaggle