tidymodels-overview

What problem does it solve?

This skill provides a concise, practical overview of the Tidymodels ecosystem to help users understand how core packages (recipes, parsnip, workflows, tune, rsample, yardstick, workflowsets, stacks) fit together and how to approach an end-to-end ML project in R before diving into package-specific details.

Core Features & Use Cases

• Ecosystem map: explains how the core packages relate and where each fits in the modeling pipeline.
• Standard workflow guidance: outlines the typical steps from data splitting to evaluation (rsample, recipes, parsnip, workflows, tune, yardstick, stacks).
• Quick planning scenarios: helps users plan an end-to-end Tidymodels workflow for common ML tasks.

Quick Start

Example: Show how the tidymodels core packages relate to build an end-to-end ML workflow in R.