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DP-100 · Question #183

DP-100 Question #183: Real Exam Question with Answer & Explanation

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Train and deploy models

Question

You train a machine learning model. You must deploy the model as a real-time inference service for testing. The service requires low CPU utilization and less than 48 MB of RAM. The compute target for the deployed service must initialize automatically while minimizing cost and administrative overhead. Which compute target should you use?

Options

  • AAzure Container Instance (ACI)
  • Battached Azure Databricks cluster
  • CAzure Kubernetes Service (AKS) inference cluster
  • DAzure Machine Learning compute cluster

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Topics

#Model Deployment#Real-time Inference#Azure Container Instance (ACI)#Compute Target Selection
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