9 - Monitoring and governance

Diagnostic settings, budget alerts, resource locks and Azure Policy assignments around the workspace.

Adds diagnostics to Log Analytics, a monthly budget with email alerts, a resource lock and a policy assignment per environment.

Use it

New-MLOpsInputFile -Scenario governance -Path inputs.yaml -Iac terraform -Cicd github

Inputs to review

• budget_amount: see Options
• alert_emails: see Options

See the cost estimates and the prerequisites.

Microsoft documentation

• https://learn.microsoft.com/azure/machine-learning/how-to-monitor-azure-machine-learning
• https://learn.microsoft.com/azure/machine-learning/how-to-integrate-azure-policy