Applied Predictive Modeling

An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

Machine Learning with R: Expert techniques for predictive modeling, 3rd Edition

Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/CRC Data Science Series)

R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

Forecasting: principles and practice

ggplot2: Elegant Graphics for Data Analysis (Use R!)

Practical Statistics for Data Scientists: 50 Essential Concepts

Advanced R, Second Edition (Chapman & Hall/CRC The R Series)

Statistical Rethinking: A Bayesian Course with Examples in R and Stan (Chapman & Hall/CRC Texts in Statistical Science)