Crucial Exams

AWS Certified AI Practitioner AIF-C01 Practice Question

To check for unfair treatment, a project team randomly samples model predictions each month and has domain experts manually judge whether results are appropriate. Which bias-detection approach does this describe?

  • Synthetic data generation to rebalance the training set

  • Continuous drift monitoring with Amazon SageMaker Model Monitor

  • Pre-training bias analysis with Amazon SageMaker Clarify

  • Human audits of model output

AWS Certified AI Practitioner AIF-C01
Guidelines for Responsible AI
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