Machine Learning best practices

Best practice rules for Machine Learning

• Enable Diagnostic Logs for Machine Learning Workspaces

  Ensure that Diagnostic Logs are enabled for your Azure Machine Learning workspaces.

• Enable High Business Impact for Machine Learning Workspaces

  Enable High Business Impact feature for your Azure Machine Learning workspaces.

• Enable Managed Virtual Network Isolation with Internet Outbound Access

  Ensure that managed VNet isolation with Internet outbound access is enabled for your Azure Machine Learning workspaces.

• Enable Network Isolation for Azure Machine Learning Registries

  Ensure that network isolation is enabled for your Azure Machine Learning registries.

• Machine Learning Workspace Encryption using Customer-Managed Keys

  Use Customer Managed Keys (CMKs) to encrypt Azure Machine Learning workspaces.

• Use System-Assigned Managed Identities for Azure Machine Learning Workspaces

  Ensure that Azure Machine Learning workspaces are using system-assigned managed identities.