Data science roles and permissions

This article describes machine learning model and experiment permissions in Microsoft Fabric and how these permissions are acquired by users.

Note

After you create a workspace in Microsoft Fabric, or if you have an admin role in a workspace, you can give others access to it by assigning them a different role. To learn more about workspaces and how to grant users access to your workspace, review the articles Workspaces and Giving users access to workspaces.

Permissions for machine learning experiments

The table below describes the levels of permission that control access to machine learning experiments in Microsoft Fabric.

Permission	Description
Read	Allows user to read machine learning experiments. Allows user to view runs within machine learning experiments. Allows user to view run metrics and parameters. Allows user to view and download run files.
Write	Allows user to create machine learning experiments. Allows user to modify or delete machine learning experiments. Allows user to add runs to machine learning experiments. Allows user to save an experiment run as a model.

Permissions for machine learning models

The table below describes the levels of permission that control access to machine learning models in Microsoft Fabric.

Permission	Description
Read	Allows user to read machine learning models. Allows user to view versions within machine learning models. Allows user to view model version metrics and parameters. Allows user to view and download model version files.
Write	Allows user to create machine learning models. Allows user to modify or delete machine learning models. Allows user to add model versions to machine learning models.

Permissions acquired by workspace role

A user's role in a workspace implicitly grants them permissions on the datasets in the workspace, as described in the following table.

	Admin	Member	Contributor	Viewer
Read
Write

Note

You can either assign roles to individuals or to security groups, Microsoft 365 groups, and distribution lists. To learn more about workspace roles in Microsoft Fabric, see Roles in workspaces

Related content

• Learn about roles in workspaces: Roles in Microsoft Fabric workspaces
• Give users access to workspaces: Granting access to users