Tag: Amazon Forecast
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Create forecasting systems faster with automated workflows and notifications in Amazon Forecast
You can now enable notifications for workflow status changes while using Amazon Forecast, allowing you to work seamlessly without the disruption of having...
From forecasting demand to ordering – An automated machine learning approach with Amazon Forecast to decrease stockouts, excess inventory, and costs
This post is a guest joint collaboration by Supratim Banerjee of More Retail Limited and Shivaprasad KT and Gaurav H Kankaria of Ganit...
Introducing a new API to stop in-progress workflows in Amazon Forecast
Amazon Forecast uses machine learning (ML) to generate more accurate demand forecasts, without requiring any prior ML experience. Forecast brings the same technology...
Forecasting AWS spend using the AWS Cost and Usage Reports, AWS Glue DataBrew, and Amazon Forecast
AWS Cost Explorer enables you to view and analyze your AWS Cost and Usage Reports (AWS CUR). You can also predict your overall...
How Foxconn built an end-to-end forecasting solution in two months with Amazon Forecast
This is a guest post by Foxconn. The content and opinions in this post are those of the third-party author and AWS is...
Amazon Forecast Weather Index – automatically include local weather to increase your forecasting model accuracy
We’re excited to announce the Amazon Forecast Weather Index, which can increase your forecasting accuracy by automatically including local weather information in your...
Measuring forecast model accuracy to optimize your business objectives with Amazon Forecast
We’re excited to announce that you can now measure the accuracy of your forecasting model to optimize the trade-offs between under-forecasting and over-forecasting...
Amazon Forecast can now use Convolutional Neural Networks (CNNs) to train forecasting models up to 2X faster with up to 30% higher accuracy
We’re excited to announce that Amazon Forecast can now use Convolutional Neural Networks (CNNs) to train forecasting models up to 2X faster with...
Building AI-powered forecasting automation with Amazon Forecast by applying MLOps
This post demonstrates how to create a serverless Machine Learning Operations (MLOps) pipeline to develop and visualize a forecasting model built with Amazon...
Managing missing values in your target and related datasets with automated imputation support in Amazon Forecast
Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts without requiring any prior ML experience....
Introducing recommendation scores in Amazon Personalize
Amazon Personalize enables you to personalize your website, app, ads, emails, and more, using the same machine learning technology as used by Amazon.com,...
Making accurate energy consumption predictions with Amazon Forecast
Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts, without requiring any prior ML experience....
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