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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
Total results: 98
- Date
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by Nirmal Kumar, Biswanath Hore, Dan Sinnreich and Davide Gallitelli, 07/29/2024
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by Raghavarao Sodabathina, FNU Zubair, Shwetha Radhakrishnan and Srujana Alajangi, 06/19/2024
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by Danny Sheehan and Guyu Ye, 01/23/2024
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by Mario De Felipe Díaz, Maysara Hamdan and Soumya Sekhar Das, 12/21/2023
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by Justin Swagler, Joe Rose and Phil Horwitz, 12/14/2023
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by Nafi Ahmet Turgut, Emre Uzel, Fatma Nur Dumlupınar Keşir, Hasan Burak Yel, Mehmet İkbal Özmen, Mutlu Polatcan and Esra Kayabali, 12/07/2023
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by Tina Holyman, Tania Tian and Santanu Chattopadhyay, 11/16/2023
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by Gaurav Sen and Aaqib Bickiya, 10/31/2023
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by Alan Campbell, 10/13/2023
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by Richard Caven and Alessandro Mucciardi, 10/10/2023
What's new
Total results: 37
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07/20/2023
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02/23/2023
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11/18/2022
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10/03/2022
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09/01/2022
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08/23/2022
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02/07/2022
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01/14/2022
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11/29/2021
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11/19/2021
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Pay only for what you use, and there are no minimum fees and no upfront commitments.
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Get started building with Amazon Forecast in the AWS Management Console.