A company hosts a machine learning (ML) dataset repository on Amazon S3. A data scientist is preparing the repository to train a model. The data scientist needs to redact personally identifiable information (PH) from the dataset. Which solution will meet these requirements with the LEAST development effort?

Topic #: - All AWS Certified Machine Learning - Specialty Questions

A. Use Amazon SageMaker Data Wrangler with a custom transformation to identify and redact the PII.
B. Create a custom AWS Lambda function to read the files, identify the PII. and redact the PII
C. Use AWS Glue DataBrew to identity and redact the PII
D. Use an AWS Glue development endpoint to implement the PII redaction from within a notebook

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