We will continue the topic of pre-processing from last week and see how it related to PCA (chapter 10 in “An Introduction to Statistical Learning”) and PCA regression (chapter 6.2).
recipes will be introduces as the R package we will use to perform pre-processing. Please read this vvignette on introducing recipes. We will also talk about the workflows, no reading required.