Amazon Forecast is no longer available to new customers. Existing customers of Amazon Forecast can continue to use the service as normal. Learn more
Featured what's new
Amazon Forecast now supports what-if analyses
Amazon Forecast generates predictions for products with no historical data that is more accurate than before
Featured blogs
Conduct what-if analyses with Amazon Forecast, up to 80% faster than before
Automate your time series forecasting in Snowflake using Amazon Forecast
Start your successful journey with time series forecasting with Amazon Forecast
Generate cold start forecasts for products with no historical data using Amazon Forecast, now up to 45% more accurate
Documentation
Technical Guide: This technical paper introduces forecasting, its terminology, challenges, and use cases. This document uses a case study to reinforce forecasting concepts, forecasting steps, and references how Amazon Forecast can help solve the many practical challenges in real-world forecasting problems.
Developer Guide: Provides a conceptual overview of Amazon Forecast, includes detailed instructions for using the various features, and provides a complete API reference for developers.
You can find additional samples to get started with on GitHub.
Solution Implementation: The Improving Your Forecast with Machine Learning solution enables customers to bring models to production faster and with less overhead costs by generating, testing, comparing, and iterating on forecasts from Amazon Forecast. You can use this solution to accurately predict retail inventory demand, supply-chain planning, workforce status, web traffic forecasting, and more.
Sample notebooks
You can find workshops, notebooks and MLOps samples to get started on Github.
Videos & tutorials
Blog posts & articles
What's new
Pay only for what you use, and there are no minimum fees and no upfront commitments.
Get started building with Amazon Forecast in the AWS Management Console.