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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #92

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #92: Real Exam Question with Answer & Explanation

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Submitted by chiamaka_o· Apr 18, 2026ML pipeline operationalization

Question

Your data science team has requested a system that supports scheduled model retraining, Docker containers, and a service that supports autoscaling and monitoring for online prediction requests. Which platform components should you choose for this system?

Options

  • AVertex AI Pipelines and App Engine
  • BVertex AI Pipelines, Vertex AI Prediction, and Vertex AI Model Monitoring
  • CCloud Composer, BigQuery ML, and Vertex AI Prediction
  • DCloud Composer, Vertex AI Training with custom containers, and App Engine

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Topics

#ML Pipelines#Model Deployment#Model Monitoring#Vertex AI
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