A collection of links to online books to learn R. Generally the ones that are written with the bookdown package.
Newbies start here
Good practice / Reproducibility
- What They Forgot to Teach You About R
- Reproducible Analytical Pipelines Companion
- R Markdown: The Definitive Guide
- Happy Git and GitHub for the useR
- The tidyverse style guide
Specific skills
- Fundamentals of Data Visualization
- R Graphics Cookbook
- Handling Strings with R
- Exploratory Data Analysis with R
- An Introduction to Statistical and Data Sciences via R
- Learning Statistics with R
- Geocomputation with R
- Forecasting: Principles and Practice
- Text Mining with R: A Tidy Approach
- Feature Engineering and Selection: A Practical Approach for Predictive Models
- Interactive web-based data visualization with R, plotly, and shiny
Taking your skills to the next level