A collection of machine learning projects by Yu-En. All R Markdown files are rendered to HTML and is available at https://yuenhsu.github.io/Machine-Learning-Projects/
- Bike Sharing: Predict bike rental demand with
caret
andtidymodels
in R. The purpose is to demonstrate the differences between caret and tidymodels and how to integrate both packages to build predictive models. - Penguins: Use
dials
to manage parameter tuning.