Multiple Choice Flashcards on 02 AWS Certified Machine Learning Engineer - As...

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Flashcard Practice AWS Certified Machine Learning Engineer - Associate Multiple Choice

A company sets a rule that row_count must be greater than zero, and the daily quality score remains high even when a key feature column becomes mostly null. Why is this a weak control?

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Row-count rules only work for streaming data and cannot evaluate batch tables in the Data Catalog Feature null rates are controlled by SageMaker endpoint autoscaling rather than data quality rules A row-count rule proves the table has rows but does not validate critical column completeness or distribution A high quality score means every feature column has already been validated against business thresholds

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