LibGuides: Data Science Subject Guide: Programming Languages and Tools

Resources about R

R for Data Science (2nd ed.) by Hadley Wickham; Mine Cetinkaya-Rundel; Garrett Grolemund
Publication Date: 2023

Learn how to structure, transform, and visualize your data in R.
R Programming for Data Science by Roger Peng
Publication Date: 2022

Learn the fundamentals of R programming
The Essentials of Data Science: Knowledge Discovery Using R by Graham J. Williams
Publication Date: 2017

Use R to discover and share knowledge from data.
Hands-On Machine Learning with R by Brad Boehmke; Brandon M. Greenwell
A practitioner's guide to the machine learning process.

A Byte of Python by C.H. Swaroop
An introductory work to programming in Python
Python Data Science Handbook by Jake VanderPlas
Publication Date: 2016

An introduction to using Python for data analysis.
GitHub Essentials by Umesh R Sharma; Achilleas Pipinellis
Publication Date: 2018

Learn how to use GitHub effectively for working on your software projects.
JMP Start Statistics by John Sall
Publication Date: 2017

How to use the intuitive interface for data analysis in JMP.
Practical Data Analysis with JMP, Third Edition by Robert Carver
Publication Date: 2019

Master the concepts and techniques of statistical analysis using JMP.