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Enforce recommended guardrails for Machine Learning

Source

Display name

Enforce recommended guardrails for Machine Learning

Enforce-Guardrails-MachineLearning

Version

Category

Machine Learning

Description

This policy initiative is a group of policies that ensures Machine Learning is compliant per regulated Landing Zones.

Type

Custom Azure Landing Zones (ALZ)

Deprecated

False

Preview

False

Policy count

Total Policies: 5
Builtin Policies: 5
Static Policies: 0
ALZ Policies: 0

Policy used

Policy DisplayName	Policy Id	Category	Effect	Roles#	Roles	State	Type
Azure Machine Learning compute instances should be recreated to get the latest software updates	f110a506-2dcb-422e-bcea-d533fc8c35e2	Machine Learning	Fixed [parameters('effects')]	0		GA	BuiltIn
Azure Machine Learning Computes should have local authentication methods disabled	e96a9a5f-07ca-471b-9bc5-6a0f33cbd68f	Machine Learning	Default Audit Allowed Audit, Deny, Disabled	0		GA	BuiltIn
Azure Machine Learning workspaces should use user-assigned managed identity	5f0c7d88-c7de-45b8-ac49-db49e72eaa78	Machine Learning	Default Audit Allowed Audit, Deny, Disabled	0		GA	BuiltIn
Configure Azure Machine Learning Computes to disable local authentication methods	a6f9a2d0-cff7-4855-83ad-4cd750666512	Machine Learning	Default Modify Allowed Modify, Disabled	1	Contributor	GA	BuiltIn
Configure Azure Machine Learning Workspaces to disable public network access	a10ee784-7409-4941-b091-663697637c0f	Machine Learning	Default Modify Allowed Modify, Disabled	1	Contributor	GA	BuiltIn

Roles used

Total Roles usage: 2
Total Roles unique usage: 1

Role	Role Id	Policies count	Policies
Contributor	b24988ac-6180-42a0-ab88-20f7382dd24c	2	Configure Azure Machine Learning Computes to disable local authentication methods, Configure Azure Machine Learning Workspaces to disable public network access

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