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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #124

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #124: Real Exam Question with Answer & Explanation

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Submitted by obi.ng· Apr 18, 2026Data processing and feature engineering

Question

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?

Options

  • 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,

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Topics

#Real-time streaming#Data ingestion#Pub/Sub#BigQuery
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