AIF-C01 · Question #89
What is the primary purpose of Amazon SageMaker Model Cards?
The correct answer is C. To document model details for governance and transparency. The primary purpose of Amazon SageMaker Model Cards is to document essential details about a machine learning model, thereby facilitating governance, transparency, and collaboration within an organization.
Question
What is the primary purpose of Amazon SageMaker Model Cards?
Options
- ATo automate dataset curation for model training.
- BTo enhance the deployment speed of AI models.
- CTo document model details for governance and transparency
- DTo optimize the hyperparameter tuning process.
How the community answered
(53 responses)- A4% (2)
- B2% (1)
- C92% (49)
- D2% (1)
Why each option
The primary purpose of Amazon SageMaker Model Cards is to document essential details about a machine learning model, thereby facilitating governance, transparency, and collaboration within an organization.
Model Cards do not automate dataset curation; that process involves other services and practices.
Model Cards do not enhance deployment speed; deployment speed is affected by factors like model size, infrastructure, and deployment strategy.
Amazon SageMaker Model Cards serve as a central repository for documenting crucial model information, including its purpose, performance metrics, training data, ethical considerations, and limitations, which is vital for maintaining transparency, compliance, and responsible AI governance. This documentation helps stakeholders understand and trust the model throughout its lifecycle.
Model Cards are for documentation, not for optimizing hyperparameter tuning, which is typically handled by SageMaker's hyperparameter optimization features.
Concept tested: SageMaker Model Cards purpose
Source: https://aws.amazon.com/sagemaker/features/model-cards/
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