Professional Machine Learning Engineer

By Google · Question Mode

QuestionQ9

Collaborating within and across teams to manage data and models

You are analyzing customer data for a healthcare organization that is stored in Cloud Storage. The data includes personally identifiable information (PII). You need to carry out data exploration and preprocessing while maintaining the security and privacy of sensitive fields. What should you do?

Explanation

Cloud DLP can inspect Cloud Storage data and create de-identified copies that obscure or transform PII before the data is used in exploration and preprocessing. This reduces exposure of sensitive fields, whereas encryption at rest and a VPC Service Controls perimeter do not themselves de-identify the data used during processing.

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