Choose your own tidymodels adventure

The tidymodels framework is a collection of R packages for modeling and machine learning using tidyverse principles.

n general, we recommend a couple of resources for folks learning about tidymodels: the Get Started section of tidymodels.org to get going quickly and our book Tidy Modeling with R to dig deeper. This post takes on a more specific task for a newcomer to tidymodels. We consider several categories of real-world modeling analyses and recommend ways to choose your own adventure in the tidymodels ecosystem. In tidymodels, you can train:

  • a single model,
  • a workflow, or
  • a set of workflows.

Get started in your journey at