Online Books (Free)

• An Introduction to Statistical Learning with Applications in R by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
• Advanced R by Hadley Wickham
• Statistics: Methods and Application by Hill, T. & Lewicki

Blogs/Web Resources

• Setosa Visualizations - complex ideas explained simply with interactive visualizations
• RStudio AMI’s - Louis Aslett’s blog contains Amazon images equipped with RStudio and several other tools
• R-bloggers - Blog about all things R

Online Learning

• DataCamp - Great online resource for learning R

Tools

• RStudio
• Anaconda
• Plotly

Get Your Hands Dirty

• Driven Data
• Kaggle

Presentations

• Analytics Communication: Re-Introducing Complex Models - Great talk by Dan Mallinger about verifying and communicating models