r-resources.md

[Note: The core of The Open Source Data Science Masters focuses on programmatic problem solving in python. This is dedicated to Data Science resources using R, a valuable and powerful technology for investigation and analysis.]

R

The R Project for Statistical Computing / Software

Basic R

• R in a Nutshell O'Reilly / Book $41
• Software Design: The Art of R Programming O'Reilly / Book $23

Basic Statistics with R

• An Introduction to Statistical Learning Book pdf ^also a Machine Learning resource

Data Science with R

• Introduction to Data Science Syracuse University / ebook
• Learn R & Become a Data Analyst Tutorial
• Doing Data Science: Straight Talk from the Frontline O'Reilly / Book $25

Statistical Learning with R

• Statistical Learning Stanford / OpenEdX Course

Forecasting with R

• Forecasting: Principles and Practice (Regression, Time Series, Forecasting) Monash University / Book

Visualization with R

• Viz and Elegant Graphics in R: ggplot2 Springer / Book $65

Machine Learning with R

• Guide to Getting Started in Machine Learning Tutorial
• Machine Learning in R Tutorial

R Libraries

• Natural Language Toolkit OpenNLP
• Text Mining tm
• Basic Viz wordcloud
• Network Modeling & Viz igraph
• Basic Machine Learning e1071
• Kernel Method kernlab
• Chinese Language Processing Rwordseg
• Chinese Weibo Analysis Rweibo

R Datasets

• Rdatasets

R Blogs & Media

• R-bloggers R news and tutorials contributed by (452) R bloggers ####R interactive visualizations
• Shiny Interactive web application framework for R