Programming in R
Programming in R
- Programming for Analytics course website
- Grolemund, Garrett. “Hands-On Programming with R” [free online], [buy on amazon]
- Peng, Roger D. “R Programming for Data Science” [online - pay what you want]
Data Analysis in R
- Grolemund, Garrett and Wickham, Hadley. “R for Data Science” [free online], [buy on amazon]
- Peng, Roger D. “Exploratory Data Analysis with R” [online - pay what you want]
- 16 HOWTO’s, by Lingyun Zhang
RMarkdown
- Andrew Heiss’s Markdown guide
- 60 second markdown guide
- 10 minute markdown tutorial
- Markdown It: Quickly demo Markdown code.
- Table generator: Create tables and get export code for multiple formats.
- CMU RMarkdown guide (very detailed)
RStudio “Cheatsheets”
- All cheatsheets
- Data wrangling with the
dplyr
library - Data visualization with the
ggplot2
library - RMarkdown
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