This Guidance helps you use machine learning (ML) to forecast demand in restaurants so you can optimize staff scheduling. Additionally, forecasting demand can help you reduce inventory, more effectively use resources, increase revenue, and reduce waste. This Guidance includes an end-to-end pipeline for data to show you how to analyze data and present it in a format that non-technical users can interact with to derive business insights.