SageMaker Model Registry now supports model lineage to improve model governance

The article discusses a new feature added to Amazon SageMaker Model Registry: model lineage tracking. This feature enables users to automatically capture and retain information about the different steps involved in a machine learning workflow, from data preparation and training to model registration and deployment.

Specifically, the article covers:

• Amazon SageMaker Model Registry as a metadata store for managing the lifecycle of ML models
• The new model lineage tracking feature captures details such as datasets, training jobs, and deployment endpoints
• Model lineage creates an audit trail for traceability and reproducibility, improving model governance
• This capability is available in all AWS regions where Amazon SageMaker Model Registry is available, except GovCloud regions