Which AWS feature can automatically profile a dataset and generate rules to flag missing or duplicate values, helping a team perform data quality assessment before training an AI model?
AWS PrivateLink
AWS Key Management Service (AWS KMS)
Amazon Macie
AWS Glue Data Quality
AWS Glue Data Quality profiles data, computes statistics, and automatically creates data quality rules such as checks for nulls or duplicates. This supports the best practice of assessing data quality before sensitive AI workloads proceed. AWS PrivateLink provides private connectivity, Amazon Macie discovers sensitive data, and AWS Key Management Service manages encryption keys; none of these assess data quality.
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