Tidy Models with R

Modeling of data is integral to science, business, politics, and many other aspects of our lives. The goals of this book are to:

  • introduce and demonstrate how to use the tidymodels packages, and
  • outline good practices for the phases of the modeling process.

An HTML version of this text can be found at https://tmwr.org.

The sources to create the book are available in the GitHub repository https://github.com/tidymodels/TMwR.

Resources
Explore searchable tables of all tidymodels packages and functions.
Study up on statistics and modeling with our comprehensive books.
Hear the latest about tidymodels packages at the tidyverse blog.