AWS Machine Learning Blog
Category: Amazon SageMaker JumpStart
Dynamic A/B testing for machine learning models with Amazon SageMaker MLOps projects
In this post, you learn how to create a MLOps project to automate the deployment of an Amazon SageMaker endpoint with multiple production variants for A/B testing. You also deploy a general purpose API and testing infrastructure that includes a multi-armed bandit experiment framework. This testing infrastructure will automatically optimize traffic to the best-performing model […]