AWS Big Data Blog

Category: Amazon Forecast

Perform time series forecasting using Amazon Redshift ML and Amazon Forecast

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. Tens of thousands of customers use Amazon Redshift to process exabytes of data every day to power their analytics workloads. Many businesses use different software tools to analyze historical data and past patterns to forecast future demand and trends to make more […]

Build an end to end, automated inventory forecasting capability with AWS Lake Formation and Amazon Forecast

This post demonstrates how you can automate the data extraction, transformation, and use of Forecast for the use case of a retailer that requires recurring replenishment of inventory. You achieve this by using AWS Lake Formation to build a secure data lake and ingest data into it, orchestrate the data transformation using an AWS Glue workflow, and visualize the forecast results in Amazon QuickSight.

Query, visualize, and forecast TruFactor web session intelligence with AWS Data Exchange

This post showcases TruFactor Intelligence-as-a-Service data on AWS Data Exchange. TruFactor’s anonymization platform and proprietary AI ingests, filters, and transforms more than 85 billion high-quality raw signals daily from wireless carriers, OEMs, and mobile apps into a unified phygital consumer graph across physical and digital dimensions. TruFactor intelligence is application-ready for use within any AWS analytics or ML service to power your models and applications running on AWS, with no additional processing required.