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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #40

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #40: Real Exam Question with Answer & Explanation

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Submitted by fatema_kw· Apr 18, 2026ML pipeline operationalization

Question

You are building an ML model to detect anomalies in real-time sensor data. You will use Pub/Sub to handle incoming requests. You want to store the results for analytics and visualization. How should you configure the pipeline?

Options

  • A1 = Dataflow, 2 = AI Platform, 3 = BigQuery
  • B1 = DataProc, 2 = AutoML, 3 = Cloud Bigtable
  • C1 = BigQuery, 2 = AutoML, 3 = Cloud Functions
  • D1 = BigQuery, 2 = AI Platform, 3 = Cloud Storage

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Topics

#Real-time ML pipelines#Streaming data processing#ML model serving#Data warehousing
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