Customer Stories / Media & Entertainment / United States
PGA TOUR Delivers Win, Cut Probability Analytics Across Multiple Platforms using Amazon ECS with AWS Fargate
Learn how the PGA TOUR built a novel ML-powered analytics model on AWS which provides real-time insights to its audience and creates an immersive viewing experience.
The PGA TOUR introduced Win, Cut Probability, a novel ML-powered analytics model that provides real-time insights into the likelihood of outcomes during tournaments. Powered by AWS, advanced data analytics, cloud infrastructure, and serverless services, the Win, Cut Probability model measures a player’s chances of advancing in and winning a tournament. Using Amazon Elastic Container Service (ECS) with AWS Fargate to run thousands of simulations and process nearly four billion records, the PGA TOUR can take advantage AWS’s elasticity, run their model quickly and scale as needed, while offloading the operational overhead of infrastructure management to AWS.
To learn more about how the PGA TOUR was able to drive these outcomes, read this blog.
AWS Serverless helps us scale reliably week to week as we move from event to event. Each event brings its own set of complexities from size and scale, and what we need to do. Serverless really allows us the speed, the agility, and the reliability to do that each week.
Mike Vitti
Senior Vice President of Data Science and Technology Solutions, PGA TOUR
AWS Services Used
Amazon ECS
Amazon Elastic Container Service (ECS) is a fully managed container orchestration service that helps you to more efficiently deploy, manage, and scale containerized applications.
AWS Fargate
AWS Fargate is a serverless, pay-as-you-go compute engine that lets you focus on building applications without managing servers.
Amazon Redshift
Amazon Redshift is the world’s fastest cloud data warehouse and gets faster every year. Redshift powers analytical workloads for Fortune 500 companies, startups, and everything in between.
Amazon DynamoDB
Amazon DynamoDB is a fully managed, serverless, key-value NoSQL database designed to run high-performance applications at any scale. DynamoDB offers built-in security, continuous backups, automated multi-Region replication, in-memory caching, and data import and export tools..
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