Tidymodels Resampling Tutorial Videos (3)

Hi everyone, I finished going through Tidymodels tutorial 3 (random forest models and resampling), and thought it would be helpful to create some videos going through it step by step. I hope this is useful for those that have not run through the tutorial on their own but want to access specific information from the tutorial. :)

Tidymodels Tutorial link

The first video I made is an introduction to the dataset and data manipulation for this tutorial. (4:59)

The second video introduces random forest models, linking the model to the data, and analyzing model performance without the use of resampling. (8:02)

Decision tree wikipedia page: Link here

The third video shows how to use resampling to improve model accuracy.

Resampling diagram

Written on January 9, 2022