Create and share an Azure Machine Learning workspace

This menu links to topics that describe how to set up the various data science environments used by the Cortana Analytics Process (CAPS).

To use Azure Machine Learning Studio, you need to have a Machine Learning workspace. This workspace contains the tools you need to create, manage, and publish experiments.

Note

Try Azure Machine Learning for free

No credit card or Azure subscription required. Get started now.

To create a workspace

  1. Sign in to the Azure portal

    Note

    To sign in and create a workspace, you need to be an Azure subscription administrator.

  2. Click +New

  3. Select Intelligence + analytics, click Machine Learning Workspace, then click Create

  4. Enter your workspace information

    • The workspace name may be up to 260 characters, not ending in a space. The name can't include these characters: < > * % & : \ ? + /
    • The web service plan you choose (or create), along with the associated pricing tier you select, is used if you deploy web services from this workspace.

      Create a new workspace

  5. Click Create

Once the workspace is deployed, you can open it in Machine Learning Studio.

  1. Browse to Machine Learning Studio at https://studio.azureml.net/.

  2. Select your workspace in the upper-right-hand corner.

    Select workspace

  3. Click my experiments.

    Open experiments

For information about managing your workspace, see Manage an Azure Machine Learning workspace. If you encounter a problem creating your workspace, see Troubleshooting guide: Create and connect to a Machine Learning workspace.

Sharing an Azure Machine Learning workspace

Once a Machine Learning workspace is created, you can invite users to your workspace to share access to your workspace and all its experiments, datasets, notebooks, etc. You can add users in one of two roles:

  • User - A workspace user can create, open, modify, and delete experiments, datasets, etc. in the workspace.
  • Owner - An owner can invite and remove users in the workspace, in addition to what a user can do.
Note

The administrator account that creates the workspace is automatically added to the workspace as workspace Owner. However, other administrators or users in that subscription are not automatically granted access to the workspace - you need to invite them explicitly.

To share a workspace

  1. Sign in to Machine Learning Studio at https://studio.azureml.net/Home

  2. In the left panel, click SETTINGS

  3. Click the USERS tab

  4. Click INVITE MORE USERS at the bottom of the page

    Studio settings

  5. Enter one or more email addresses. The users need a valid Microsoft account or an organizational account (from Azure Active Directory).

  6. Select whether you want to add the users as Owner or User.

  7. Click the OK checkmark button.

Each user you add will receive an email with instructions on how to sign in to the shared workspace.

Note

For users to be able to deploy or manage web services in this workspace, they must be a contributor or administrator in the Azure subscription.