NHS-R Conference Workshop: Building a TidyModels model from scratch – 01/11/22
Led by Gary Hutson, Head of Machine Learning, Crisp
1st November 2022
Here we will learn how to build a TidyModels classification model from scratch
https://github.com/StatsGary/NHS_R_Co....
RPubs document: http://rpubs.com/StatsGary/tidmodels_....
About the course:
The art and science of building a machine model from scratch and then pushing this into production as a consumable endpoint with Plumber R package.
This will start with creating a model, improving a model with various ML techniques, followed by evaluating and assessing the model.
Once the model has been created I will talk about pushing the model into production and creating an API.