Based on the project work from the posit::conf(2024) workshop Data Science Workflows with Posit Tools - R Focus.

This project demonstrates end-to-end data science workflows with an example project of predicting ferry delays.

The project includes:

• 01 - Ingestion of raw data from an API source
• 02 - Ad hoc data exploration using pointblank
• 03 - Data validation using pointblank and conditional email alerting using Quarto
• 04 - Model development and deployment using vetiver, plumber, and pins
• 05 - Delivering insights using an interactive Shiny app
• 06 - Employing the connectapi Posit SDK to monitor content usage