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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #129

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #129: Real Exam Question with Answer & Explanation

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Submitted by anjalisingh· Apr 18, 2026ML pipeline operationalization

Question

You are building a TensorFlow model for a financial institution that predicts the impact of consumer spending on inflation globally. Due to the size and nature of the data, your model is long-running across all types of hardware, and you have built frequent checkpointing into the training process. Your organization has asked you to minimize cost. What hardware should you choose?

Options

  • AA Vertex AI Workbench user-managed notebooks instance running on an n1-standard-16 with 4
  • BA Vertex AI Workbench user-managed notebooks instance running on an n1-standard-16 with an
  • CA Vertex AI Workbench user-managed notebooks instance running on an n1-standard-16 with a
  • DA Vertex AI Workbench user-managed notebooks instance running on an n1-standard-16 with a

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Topics

#ML hardware selection#Cost optimization#TensorFlow training#Vertex AI Workbench
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