Machine-Learning-Projects

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/

Project Index

• Bike Sharing: Predict bike rental demand with caret and tidymodels in R. The purpose is to demonstrate the differences between caret and tidymodels and how to integrate both packages to build predictive models.
  • R script, R Markdown, or HTML
  • Blog: Caret vs Tidymodels: How to Use Both Packages for Machine Learning?
• Penguins: Use dials to manage parameter tuning.
  • R Markdown
  • Blog: Dials, Tune, and Parsnip: Tidymodels’ Way to Create and Tune Model Parameters