April 2020 This paper describes the Machine Learning Lens for the AWS Well-Architected Framework. This document includes common machine learning (ML) scenarios and identifies key elements to ensure that your workloads are architected according to best practices. This documentation is offered for free here as a Kindle book, or you can read it in PDF format at