Welcome to Welcome to the Tidyverse.
- Download the class slides by clicking the green Clone or download button above. (Then click Download Zip in the tab that appears).
Looking for an effective way to learn R? This one day course will teach you a workflow for doing data science with the R language. It focuses on using R's Tidyverse, which is a core set of R packages that are known for their impressive performance and ease of use. We will focus on doing data science, not programming. You'll learn to:
- Visualize data with R's
ggplot2
package - Wrangle data with R's
dplyr
package - Fit models with base R
- Extract data from Databases with
DBI
- Document your work reproducibly with R Markdown
- Track changes in your code using Git and R Projects
- Create Static and Interactive Maps with
ggplot2
andleaflet
Along the way, you will practice using R's syntax, gaining comfort with R through many exercises and examples.