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Practice multiple choice certification questions for AWS Certified Machine Learning Engineer - Associate and review the explanation after each answer.

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Review the keyed rationale after answering so the correct AWS service choice and each distractor stay connected.

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Flashcard Practice AWS Certified Machine Learning Engineer - Associate Multiple Choice

A company is preparing a loan approval model and finds that one demographic facet has far fewer favorable labels before training. What should it do?

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Remove the facet column and assume the remaining features cannot carry proxy information. Train immediately and evaluate fairness after production traffic is available. Investigate data collection, label policy, historical process bias, sample size, and mitigation options before training. Ignore the finding because a trained model has not produced predictions yet.

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