Hi all, I finished going through Tidymodels tutorial 5 (a predictive modeling case study), and created step by step videos running through the code and models. I hope this is helpful! Let me know if you have any questions. :)

Tidymodels Tutorial link

The first video I made is an introduction to the dataset and data manipulation for this tutorial.

The second video runs through the creation of the linear regression model.

The third video runs through the creation of the random forest model and compares the accuracy of our logistic regression model to our random forest model.

The fourth and final video fits the final model to our testing data and determines the accuracy of our model on novel data.