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Multiple Choice Flashcards

Practice multiple choice certification questions for Chartered AI Business Professional - CAiBP and review the explanation after each answer.

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

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Answer, inspect the rationale, then repeat.

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Flashcard Practice Chartered AI Business Professional - CAiBP Multiple Choice

In a loan dataset, income is missing mainly for self-employed applicants. What is the best next step before using the field in an AI model?

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Investigate why the values are missing and how treatment choices affect fairness and performance. Delete the income field because any missing value makes a dataset unusable. Replace missing income with zero so the model has a numeric value for every applicant. Ignore the pattern because missing data is a storage issue rather than an AI concern.

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