Self Study


General data science

  • R for Data Science (Grolemund and Wickham),

R programming and package development

  • Advanced R (Wickham),
    • Advanced R Solutions (Grosser, Bumann, Wickham),
  • R Packages (Wickham),
  • What They Forgot to Teach You About R (Bryan and Hester),

Machine learning

  • An Introduction to Statistical Learning (James, Witten, Hastie, and Tibshirani),

Geospatial analysis

  • Geocomputation with R (Lovelace, Nowosad, Muenchow),

Online Courses

Other resources