ericwburden/machine-learning-with-tidymodels

Bookdown book to compile my notes on ML and the Tidymodels meta-package

Introduction

This project serves as the source for the Machine Learning with tidymodels book, which is an attempt to compile information from multiple sources into a single "how-to" for performing a number of different ML techniques in the tidymodels style. This book serves as a primer for both the underlying ML models and the tidymodels approach to leveraging these models. While this book is not intended to be an exhaustive treatment of all the covered topics, I do plan to go into some depth in order to increase my own understanding.