Self Study

Books

General data science

  • R for Data Science (Grolemund and Wickham), https://r4ds.had.co.nz/

R programming and package development

  • Advanced R (Wickham), https://adv-r.hadley.nz/
    • Advanced R Solutions (Grosser, Bumann, Wickham), https://advanced-r-solutions.rbind.io/
  • R Packages (Wickham), http://r-pkgs.had.co.nz/
  • What They Forgot to Teach You About R (Bryan and Hester), https://rstats.wtf/

Machine learning

  • An Introduction to Statistical Learning (James, Witten, Hastie, and Tibshirani), http://faculty.marshall.usc.edu/gareth-james/ISL/

Geospatial analysis

  • Geocomputation with R (Lovelace, Nowosad, Muenchow), https://geocompr.robinlovelace.net/

Online Courses

Other resources