List of free online books

Here’s a list of free online books that I’ve come across in areas I find interesting – mathematics, statistics, data science, machine learning, etc.

Inclusion should be taken as “weak endorsement” – I haven’t read all these books but at the very least I believe what they’re doing seems interesting. For now this is just a list but I’ll add descriptions as I get a chance.

Last modified October 17, 2020.

Data science

Max Kuhn and Julia Silge, Tidy Modeling with R

Garrett Grolemund and Hadley Wickham, R for data science

Kieran Healy, Data visualization, a practical introduction

Julia Silge and David Robinson, Text mining with R: A tidy approach

Max Kuhn and Kjell Johnson, Feature Engineering and Selection: A Practical Approach for Predictive Models

Rob Hyndman and George Athanasoupoulos, Forecasting: principles and practice

Alicia A. Johnson, Miles Ott, Mine Dogucu. Bayes Rules! An Introduction to Bayesian Modeling with R (in progress)