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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #299

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #299: Real Exam Question with Answer & Explanation

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Submitted by jaden.t· Apr 18, 2026ML pipeline operationalization

Question

You have developed an AutoML tabular classification model that identifies high-value customers who interact with your organization's website. You plan to deploy the model to a new Vertex AI endpoint that will integrate with your website application. You expect higher traffic to the website during nights and weekends. You need to configure the model endpoint's deployment settings to minimize latency and cost. What should you do?

Options

  • AConfigure the model deployment settings to use an n1-standard-32 machine type.
  • BConfigure the model deployment settings to use an n1-standard-4 machine type. Set the
  • CConfigure the model deployment settings to use an n1-standard-4 machine type and a GPU
  • DConfigure the model deployment settings to use an n1-standard-8 machine type and a GPU

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Topics

#Vertex AI Deployment#Model Endpoint Configuration#Resource Optimization#Tabular Models
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