AWS Certified AI Practitioner AIF-C01 Practice Question

A company is training a language model on Amazon SageMaker using sensitive customer data. To meet the privacy and security requirement of responsible AI, which practice should the company implement?

  • Use an F1 score threshold to tune overall model performance.

  • Encrypt the training data at rest with AWS Key Management Service (KMS) keys and ensure TLS encryption for data in transit.

  • Publish a model card describing the model's intended use and limitations.

  • Perform subgroup analysis to detect bias in model predictions.

AWS Certified AI Practitioner AIF-C01
Guidelines for Responsible AI
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