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Merge pull request #220958 from wviriya/patch-1
Update how-to-assign-roles.md
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articles/machine-learning/how-to-assign-roles.md

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@@ -69,10 +69,10 @@ You can use Azure AD security groups to manage access to workspaces. This approa
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* Using Azure AD groups helps you to avoid reaching the [subscription limit](../role-based-access-control/troubleshooting.md#limits) on role assignments.
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To use Azure AD security groups:
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1. [Create a security group](../active-directory/fundamentals/active-directory-groups-create-azure-portal.md).
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2. [Add a group owner](../active-directory/fundamentals/active-directory-accessmanagement-managing-group-owners.md). This user has permissions to add or remove group members. Note that the group owner isn't required to be group member, or have direct RBAC role on the workspace.
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1. [Create a security group](../active-directory/fundamentals/active-directory-groups-view-azure-portal.md).
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2. [Add a group owner](../active-directory/fundamentals/how-to-manage-groups.md#add-or-remove-members-and-owners). This user has permissions to add or remove group members. Note that the group owner isn't required to be group member, or have direct RBAC role on the workspace.
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3. Assign the group an RBAC role on the workspace, such as AzureML Data Scientist, Reader or Contributor.
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4. [Add group members](../active-directory/fundamentals/active-directory-groups-members-azure-portal.md). The members consequently gain access to the workspace.
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4. [Add group members](../active-directory/fundamentals/how-to-manage-groups.md#add-or-remove-members-and-owners). The members consequently gain access to the workspace.
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## Create custom role
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This custom role can do everything in the workspace except for the following actions:
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- It can't create or update a compute resource.
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- It can't delete a compute resource.
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- It can't add, delete, or alter role assignments.
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- It can't delete the workspace.
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- It can't create or update the workspace.
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- It can't create or update compute resources.
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- It can't delete compute resources.
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- It can't add, delete, or alter role assignments.
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To deploy this custom role, use the following Azure CLI command:
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1: If you receive a failure when trying to create a workspace for the first time, make sure that your role allows `Microsoft.MachineLearningServices/register/action`. This action allows you to register the Azure Machine Learning resource provider with your Azure subscription.
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2: When attaching an AKS cluster, you also need to the [Azure Kubernetes Service Cluster Admin Role](../role-based-access-control/built-in-roles.md#azure-kubernetes-service-cluster-admin-role) on the cluster.
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2: When attaching an AKS cluster, you also need to have the [Azure Kubernetes Service Cluster Admin Role](../role-based-access-control/built-in-roles.md#azure-kubernetes-service-cluster-admin-role) on the cluster.
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### Differences between actions for V1 and V2 APIs
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| ----- | ----- | ----- |
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| Dataset | Microsoft.MachineLearningServices/workspaces/datasets | Microsoft.MachineLearningServices/workspaces/datasets/versions |
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| Experiment runs and jobs | Microsoft.MachineLearningServices/workspaces/experiments | Microsoft.MachineLearningServices/workspaces/jobs |
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| Models | Microsoft.MachineLearningServices/workspaces/models | Microsoft.MachineLearningServices/workspaces/models/verstions |
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| Models | Microsoft.MachineLearningServices/workspaces/models | Microsoft.MachineLearningServices/workspaces/models/versions |
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| Snapshots and code | Microsoft.MachineLearningServices/workspaces/snapshots | Microsoft.MachineLearningServices/workspaces/codes/versions |
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| Modules and components | Microsoft.MachineLearningServices/workspaces/modules | Microsoft.MachineLearningServices/workspaces/components |
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