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AWS Certified AI Practitioner AIF-C01 Practice Question

Within AI and machine learning, what does the term "fairness" primarily refer to when assessing a model?

  • Maximizing overall prediction accuracy without regard to subgroup performance.

  • Lowering the amount of labeled data needed during training.

  • Making sure predictions do not systematically disadvantage or favor specific individuals or demographic groups.

  • Reducing model complexity to speed up real-time inference.

AWS Certified AI Practitioner AIF-C01
Fundamentals of AI and ML
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