Modeling #TidyTuesday NCAA women’s basketball tournament seeds
Tune a hyperparameter and then understand how to choose the best value afterward, using tidymodels for modeling the relationship between expected wins and tournament seed.
Handle class imbalance in #TidyTuesday climbing expedition data with tidymodels
Use tidymodels for feature engineering steps like imputing missing data and subsampling for class imbalance, and build predictive models to predict the probability of survival for Himalayan climbers.
Introducing our new book, Tidy Modeling with R
An initial version of the first eleven chapters are available today! Look for more chapters to be released in the near future.
Train and analyze many models for #TidyTuesday crop yields
Learn how to use tidyverse and tidymodels functions to fit and analyze many models at once.
Build a #TidyTuesday predictive text model for The Last Airbender
Use text features and tidymodels to predict the speaker of individual lines from the show, and learn how to compute model-agnostic variable importance for any kind of model.