Improving Forecast Accuracy with Machine Learning - Improving Forecast Accuracy with Machine Learning

Improving Forecast Accuracy with Machine Learning

AWS Solutions Implementation

July 2020 (last update: June 2021)

The Improving Forecast Accuracy with Machine Learning solution helps organizations generate accurate forecasts from diverse datasets. You can use this solution to configure and upload your datasets, generate forecasts, and visualize your results. This solution reduces overhead costs for organizations developing new forecasts and optimizes their existing forecasting processes by standardizing tasks and saving developer time.

This implementation guide provides procedures for setting up visualizations using either an Amazon QuickSight analysis or a Jupyter Notebook Instance, provides infrastructure and configuration information for planning and deploying the solution in the AWS Cloud, and describes architectural considerations. It also includes links to two AWS CloudFormation templates that launch and configure the AWS services required to deploy this solution using AWS best practices for security and availability.