Resources

R

• R for Data Science

• Hands-on Programming with R

• Advanced R

• What they forgot to teach you about R

• The meta-concepts of data analysis, workflows and projects in R

• Project-oriented workflow

Statistics

• Introduction to Modern Statistics

• Regression and Other Stories

Unix Shell

• The Missing Semester of your CS Education

• Data Science at the Command Line

Text editors/IDEs

• RStudio

• Emacs + ESS

• VS-code + R

• Nvim + R

Reproducible research

• targets R package

• GNU Make

• renv

• Conda

Version Control

• Happy Git and GitHub for the useR

• Git/GitHub Guide: A Minimal Tutorial

Writting

• Markdown

• RMarkdown

• Quarto

General

• The Plain Person’s Guide to Plain Text Social Science