Bite-sized tricks for machine learning with tidymodels | Posit
The tidymodels framework is a collection of R packages for modeling and machine learning using tidyverse principles. This video highlights a number of tidymodels features that could improve your modeling workflows.
0:03 Switching modeling engines is easy
0:21 Never lose your tuning results
0:36 Built-in visualizations for modeling objects
1:03 Grouped resampling
1:16 Case weights
1:32 Select variables based on role and type
2:00 Spatial resampling
2:16 Keep your tidymodels objects small
Learn more at https://www.tidymodels.org/