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Google Professional Machine Learning Engineer

280 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 113 of 280

Single answer
You need to analyze user activity data from your company’s mobile applications. Your team will use BigQuery for data analysis, transformation, and experimentation with ML algorithms. You need to ensure real-time ingestion of the user activity data into BigQuery. What should you do?
AConfigure Pub/Sub to stream the data into BigQuery.
BRun an Apache Spark streaming job on Dataproc to ingest the data into BigQuery.
CRun a Dataflow streaming job to ingest the data into BigQuery.
DConfigure Pub/Sub and a Dataflow streaming job to ingest the data into BigQuery,
Correct Answer: A

Configure Pub/Sub to stream the data into BigQuery.

Explanation

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