recipespackage for preprocessing data
usemodelsto automatically construct code templates for common model types
This is not a math/stats class. In class we will briefly summarize how these methods work and spend the bulk of our time on estimating and interpreting these models. That said, you should have some understanding of the mathematical underpinnings of statistical learning methods prior to implementing them yourselves. See below for some recommended readings:
Run the code below in your console to download the exercises for today.
tidymodelsLabs - complement to the 2nd edition of Introduction to Statistical Learning with translations of the labs into using the
tidymodelsset of packages.