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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #216

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #216: Real Exam Question with Answer & Explanation

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Submitted by omar99· Apr 18, 2026Data processing and feature engineering

Question

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

Options

  • AUse the Cloud Data Loss Prevention (DLP) API to de-identify the PII before performing data
  • BUse customer-managed encryption keys (CMEK) to encrypt the PII data at rest, and decrypt the
  • CUse a VM inside a VPC Service Controls security perimeter to perform data exploration and
  • DUse Google-managed encryption keys to encrypt the PII data at rest, and decrypt the PII data

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Topics

#Cloud DLP#Data de-identification#PII#Data preprocessing
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