Annotated list of learning resources

• Beginners
  • Hands-on programming with R – if you know nothing about R, start here
  • The Art of R Programming
• Beginners with focus on data analysis (good, but not the focus of this course)
  • R for Data Science - focused on data wrangling and visualization
  • Telling Stories with Data - have not read it, but seems to be a higher level tour of tasks in data science focused on breath rather than depth
• Advanced
  • Advanced R - excellent for developing a deeper understanding of R
  • R Packages - excellent guide for developing packages for R
  • The R Inferno - absolutely fantastic; about the tricky parts of the language
• Workflow
  • What they forgot to teach you about R - workflow related good advice
  • Building reproducible analytical pipelines with R - a really good guide for improving reproducibility in R and generally for best coding practices