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You are designing a solution at NovaAnalytics gcp video

data-engineer-pro video for you are designing a solution at NovaAnalytics Corp. to migrate existing on-premises datasets into BigQuery on Google Cloud.

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Full Certification Question

You are designing a solution at NovaAnalytics Corp. to migrate existing on-premises datasets into BigQuery on Google Cloud. Depending on the situation, you plan to use either streaming or batch-based ingestion. Some of the data contains sensitive fields that must be masked before loading into BigQuery. The masking should be done programmatically and in a cost-efficient manner. What should you do?