Artificial Intelligence
Category: AWS Service Catalog
Building, automating, managing, and scaling ML workflows using Amazon SageMaker Pipelines
March 2025: This post was reviewed and updated for accuracy. We have Amazon SageMaker Pipelines, the first purpose-built, easy-to-use continuous integration and continuous delivery (CI/CD) service for machine learning (ML). SageMaker Pipelines is a native workflow orchestration tool for building ML pipelines that take advantage of direct Amazon SageMaker integration. Three components improve the operational resilience and reproducibility of your […]