In-Class Slides & Reading for CS631 Labs
The following are all free books, available to read online:
- Modern Dive: http://moderndive.com
- R for Data Science: http://r4ds.had.co.nz
- Fundamentals of Data Visualization: http://serialmentor.com/dataviz/
- Data Visualization: A Practical Introduction: http://socviz.co
Slide Decks & Reading
01: Working in R
R for Data Science, Workflow: Basics Chapter: http://r4ds.had.co.nz/workflow-basics.html
Modern Dive, Getting Started Chapter: http://moderndive.com/2-getting-started.html
R & RStudio Basics: https://bookdown.org/chesterismay/rbasics/3-rstudiobasics.html
RStudio IDE Cheatsheet: https://github.com/rstudio/cheatsheets/blob/master/rstudio-ide.pdf
02: Working in the Tidyverse
R for Data Science, Data Visualization Chapter: http://r4ds.had.co.nz/data-visualisation.html
Modern Dive, Data Visualization Chapter: http://moderndive.com/3-viz.html
RStudio
ggplot2Cheatsheet: https://github.com/rstudio/cheatsheets/blob/master/data-visualization-2.1.pdf
03: Working with Data
04: Working with Tidy Data
06: Slides
06+07: Blogdown
11: 11 ways
12: Wrap-up
