Programming and Data Science in R

Data scientist and friend of the show Naveen Venkataraman is teaching an R programming workshop at the University of Chicago, and was kind enough to share some fantastic book recommendations -- both from the course and Naveen's professional experience. Check them out!

Programming and Intro books

  1. The Art of R Programming - Norman Matloff
  2. R for Everyone - Jared Lander 
  3. R in Action, Second Edition - Rob Kabacoff
  4. The Quick Python Book, Second Edition - Naomi Ceder
  5. R Graphics Cookbook (ggplot2) - Winston Chang
  6. Advanced R - Hadley Wickham

Modeling

  1. Introduction to Statistical Learning (Fourth print) - Hastie, Tibshirani et al
  2. Applied Predictive Modeling - Kuhn and Johnson