QuestionQ6

Implement machine learning model lifecycle and operations

A team provisions an Azure Machine Learning environment by initiating pull requests.

Deployments must be automated, auditable, and need approval before they run.

You need to choose a deployment automation tool.

Which tool should you use?

  • A Azure Monitor
  • B GitHub Actions
  • C MLflow
  • D Azure Machine Learning pipelines
Explanation

GitHub Actions automates deployment workflows from pull-request events and records workflow runs for auditing. Its protected environments can require designated reviewers to approve a deployment before the associated job runs.

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