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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #9

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #9: Real Exam Question with Answer & Explanation

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Submitted by zhang_li· Apr 18, 2026ML pipeline operationalization

Question

You have trained a text classification model in TensorFlow using AI Platform. You want to use the trained model for batch predictions on text data stored in BigQuery while minimizing computational overhead. What should you do?

Options

  • AExport the model to BigQuery ML.
  • BDeploy and version the model on AI Platform.
  • CUse Dataflow with the SavedModel to read the data from BigQuery.
  • DSubmit a batch prediction job on AI Platform that points to the model location in Cloud Storage.

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Topics

#Batch Prediction#BigQuery ML#TensorFlow Model Deployment#Computational Efficiency
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