Documentation
Technical Guide
A technical paper covering the fundamentals of forecasting, key terminology, common obstacles, and practical applications is now available. The guide walks through a real-world case study to illustrate core forecasting principles and methodologies, demonstrating how Amazon Forecast addresses typical challenges encountered in production forecasting scenarios.
Developer Guide
The Developer Guide offers an architectural overview of Amazon Forecast alongside step-by-step guidance for leveraging its capabilities. It also contains a full API reference for integration and development purposes.
Sample code and starter projects are accessible through GitHub for immediate hands-on exploration.
Solution Implementation
The Improving Your Forecast with Machine Learning solution streamlines the path to production by automating the generation, evaluation, and comparison of forecast models while reducing operational expenses. Organizations can leverage this solution across multiple use cases, including retail inventory demand forecasting, supply chain optimization, workforce planning, and web traffic prediction.
Source: AWS News Blog