Lecture 10

Next Steps

May 28, 2023

Slides & Code

HTML slides • Raw qmd file

Suggested Reading (from R for Data Science (2e))

Chapter 28: A field guide to base R

Chapter 30: Quarto formats

Useful Resources

Cheatsheets

git and GitHub

Package Websites

tidymodels • ggmap • sf • tidycensus • usethis • Shiny

Other Readings

Feature Engineering and Selection: A Practical Approach for Predictive Models •
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse •
Supervised Machine Learning for Text Analysis in R •
Welcome to Text Mining with R •
ggplot2: Elegant Graphics for Data Analysis (3e) •
Spatial Data Science: With Applications in R •
Happy Git and GitHub for the useR

Other Resources

Top 50 ggplot Visualizations “Master List”1 • ggplot2 Extension Packages • Software Carpentry Class: Version Control with Git

Crowdsource Help

CS&SS 508 Slack Workspace • Posit community • Stackoverflow • CSSCR @ UW - Drop by, say hi, get help!

Footnotes

  1. Good for ideas and sample code!↩︎