QuestionQ53

Design and implement an MLOps infrastructure

An Azure Machine Learning workspace handles sensitive training data.

The workspace must not be reachable from the public internet. You need to restrict network access.

Which configuration should you implement?

  • A Azure Firewall rules
  • B Private endpoints
  • C Network security groups
  • D Service endpoints
Explanation

Private endpoints use Azure Private Link to give an Azure Machine Learning workspace private connectivity from a virtual network, restricting data-plane access to private IP addresses. Disabling the workspace's public network access prevents internet exposure.

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