CMSAC Tidymodels Workshop

This workshop provides a gentle introduction to supervised machine learning: concepts, methods, and R code. Participants will learn how to apply a few common methods on open-source NFL data via nflfastR. Along the way, I'll introduce several core tidymodels packages, which provide a grammar for modeling that makes it easy to do the right thing, and harder to accidentally do the wrong thing.

Slides at cmsac-tidymodels.netlify.app

Packages

install.packages("tidymodels")
remotes::install_github("jthomasmock/espnscrapeR")

Source Code

There are a few files for you to use for source-code:

• raw_plays.rds - so you don't have to download ALL the nflfastR data
• Full Code extracted from RMD Slides