self_study.Rmd

---
title: '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

- [You know how we feel](https://www.buzzfeednews.com/article/daveyalba/datacamp-sexual-harassment-metoo-tech-startup) about DataCamp

## Other resources