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Merge pull request #203675 from lgayhardt/patch-96
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articles/machine-learning/how-to-assign-roles.md

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@@ -57,13 +57,13 @@ If you're an owner of a workspace, you can add and remove roles for the workspac
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You can use Azure AD security groups to manage access to workspaces. This approach has following benefits:
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* Team or project leaders can manage user access to workspace as security group owners, without needing Owner role on the workspace resource directly.
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* You can organize, manage and revoke users' permissions on workspace and other resources as a group, without having to manage permissions on user-by-user basis.
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* Using Azure AD groups helps you to avoid reaching the [subscription limit](https://docs.microsoft.com/azure/role-based-access-control/troubleshooting#azure-role-assignments-limit) on role assignments.
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* Using Azure AD groups helps you to avoid reaching the [subscription limit](../role-based-access-control/troubleshooting.md#azure-role-assignments-limit) on role assignments.
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To use Azure AD security groups:
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1. [Create a security group](https://docs.microsoft.com/azure/active-directory/fundamentals/active-directory-groups-create-azure-portal).
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2. [Add a group owner](https://docs.microsoft.com/azure/active-directory/fundamentals/active-directory-accessmanagement-managing-group-owners). This user has permissions to add or remove group members. Note that the group owner is not 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-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 is not 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](https://docs.microsoft.com/azure/active-directory/fundamentals/active-directory-groups-members-azure-portal). The members consequently gain access to the workspace.
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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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## Create custom role

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