AWS re:Invent 2021 - Vanguard: Personalization at scale with Amazon SageMaker

Vanguard is using machine learning (ML) on AWS to solve one of the most pressing challenges in financial advice: personalization. In this session, learn how Vanguard’s ML engine uses AWS services such as Amazon SageMaker to optimize rule-of-thumb recommendations with more sophisticated financial advice to maximize retirement wealth and spending for investors. Vanguard will share how training the ML models on large Amazon SageMaker instances, including more than 120 instances for data generation, made the unsolvable solvable, accelerating project completion time to less than one month and lowering the cost from $5 million to less than $200 thousand. Learn more about re:Invent 2021 at https://bit.ly/3IvOLtK Subscribe: More AWS videos http://bit.ly/2O3zS75 More AWS events videos http://bit.ly/316g9t4 ABOUT AWS Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world’s most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster. #AWS #AmazonWebServices #CloudComputing