Artificial Intelligence

Category: AWS Service Catalog

The following screenshot shows how the three components of SageMaker Pipelines can work together in an example SageMaker project.

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 […]