Improve governance of models with Amazon SageMaker unified Model Cards and Model Registry

The article discusses how to improve governance of machine learning (ML) models using Amazon SageMaker unified Model Cards and Model Registry.

Specifically, the article covers:

• Solution overview and unified model governance architecture for managing the ML lifecycle
• Integrating a model version in the model registry with model cards
• Demonstrating the integration through an example notebook
• Tracking model lineage for transparency and reproducibility
• Conclusion and recommendations for trying out the solution