Introduction to machine learning with {tidymodels}

      

How to create the project with all the necessary data to follow the workshop:

1 - In RStudio select: File - New Project - Version Control - Git

2 - In the repository URL paste: https://github.com/nrennie/nhs-r-tidymodels.git

3 - Choose the folder and Create the project

Get started with tidymodels and classification of penguin data

Tidymodels: Modeling hotel bookings in R using tidymodels and recipes

In order to use the tidymodels and tidyverse packages to the spectroscopic data we have to familiarize with their functions , so we have to practice with tutorials from other data sets, like in this case with data from hotels bookings.

So lets see Julia working with this data set, and try to practice doing yourself with the available material in tidytuesday and tidimodels websites.

There is a tutorial about Infratec meat spectra with tidymodels (not in video), using PLS , so we will have to look at it in other post.

Max Kuhn - Totally Tidy Tuning Tools

Max Kuhn | parsnip A tidy model interface | RStudio (2019)