Artificial Intelligence

SageMaker Model Cards

Definition

Structured documentation of an ML model that records its purpose, training data, performance metrics, known limitations, and ethical considerations, supporting governance and traceability throughout the model's lifecycle.

Exam context

In AIF-C01 (Domains 4 and 5) it's tested as a mechanism for transparency and data lineage. Question: centrally document a model's limitations and purpose before putting it into production → SageMaker Model Cards.

Studying for the AIF-C01?

SageMaker Model Cards is a concept that can show up on the exam. Check the full guide to see it in context.