Amazon SageMaker Pipelines is the first purpose-built CI/CD service for machine learning (ML). It helps you build, automate, manage, and scale end-to-end ML workflows and apply DevOps best practices of CI/CD to ML (also known as MLOps).
Creating multiple accounts to organize all the resources of your organization is a good DevOps practice. A multi-account strategy is important not only to improve governance but also to increase security and control of the resources that support your organization’s business. This strategy allows many different teams inside your organization, to experiment, innovate, and integrate faster, while keeping the production …
