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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #350

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #350: Real Exam Question with Answer & Explanation

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Submitted by noor.lb· Apr 18, 2026ML pipeline operationalization

Question

You are a SQL analyst. You need to utilize a TensorFlow customer segmentation model stored In Cloud Storage. You want to use the simplest and most efficient approach. What should you do?

Options

  • AImport the model into Vertex AI Model Registry. Deploy the model to a Vertex AI endpoint, and use
  • BDeploy the model by using TensorFlow Serving, and call for inference from BigQuery.
  • CConvert the model into a BigQuery ML model, and use SQL for inference.
  • DImport the model into BigQuery, and use SQL for inference.

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Topics

#Model Deployment#Vertex AI#TensorFlow#Model Inference
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