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Google Professional Data Engineer Actual Exam Questions

307 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 132 of 307

Single answer
You store historic data in Cloud Storage. You need to perform analytics on the historic data. You want to use a solution to detect invalid data entries and perform data transformations that will not require programming or knowledge of SQL. What should you do?
AUse Cloud Dataflow with Beam to detect errors and perform transformations.
BUse Cloud Dataprep with recipes to detect errors and perform transformations.
CUse Cloud Dataproc with a Hadoop job to detect errors and perform transformations.
DUse federated tables in BigQuery with queries to detect errors and perform transformations.
Correct Answer: B

Use Cloud Dataprep with recipes to detect errors and perform transformations.

Explanation

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