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    Databricks Certified Data Analyst Associate· Lessons

    Domain 6 · Lesson 27/39

    Publish and Share AI/BI Dashboards with Users, Groups, and Links

    Configure permissions through the UI to share dashboards with workspace users/groups, external users through shareable links, and embed dashboards in external apps.

    9 min read
    2.56% of exam
    2 sources
    Published 3 Oct 2026
    Docs as of 30 Sep 2026

    What you will be able to do

    • Publish a dashboard and choose between shared data permissions and individual data permissions
    • Share a published dashboard with workspace users and groups at the right permission level
    • Share with account users who have no workspace access, and explain who a copied dashboard link actually works for

    Key concept

    Who runs the queries (shared vs individual data permissions) — When you publish a dashboard you choose whose credentials run its queries. With shared data permissions, viewers see data through the publisher's access. With individual data permissions, each viewer sees only what their own access allows.

    1.Publish before you share, and choose whose data access viewers get

    An AI/BI dashboard exists in two forms: the draft you edit and the published version that viewers open. You have to publish before you can share. Publishing takes a snapshot. That snapshot stays the same until you publish again, so you can keep editing the draft without anything changing for your viewers.

    To publish, open the draft and click Publish in the upper-right corner. You then choose one of two data permission options. Share data permissions is the default. Viewers' queries run with the publisher's permissions, so people without direct access to the tables can still see results. The documentation warns that this might expose data to users who have not been granted direct access to it. The Publisher Credential field defaults to your own user account. To publish with a service principal's credentials instead, use the kebab menu next to the option. Individual data permissions means each viewer's queries run with their own credentials, so they need access to the underlying data. Whichever option you pick, the publisher's credentials always provide compute access.

    The two publishing options compared
    Publishing optionWho runs queriesData access determined byBest for
    Share data permissions (default)PublisherPublisher’s permissionsConsistent experience for users without workspace access
    Individual data permissionsEach viewerViewer’s own permissionsUsers with direct data permissions, including account users who do not require workspace membership

    Checkpoint 1 of 6· Put it in order

    Put the steps for publishing a dashboard in order

    1. 1.Click Publish to confirm
    2. 2.Click Publish in the upper-right corner
    3. 3.Choose Share data permissions or Individual data permissions
    4. 4.Open the draft dashboard
    5. 5.Use the Sharing dialog, which opens automatically, to share the published dashboard

    Sources1

    2.Share with workspace users and groups

    Once the dashboard is published, open it (draft or published) and click Share. At the top of the Sharing dialog, enter the users and groups you want to share with, assign each a permission level such as CAN EDIT or CAN MANAGE, and click Add. To share with everyone in the workspace, add the system group All workspace users instead of adding people one at a time.

    Dashboard permission levels and what each one allows
    Permission levelAllows
    CAN_READCan view the Lakeview dashboard
    CAN_RUNCan view, attach/detach, and run the Lakeview dashboard
    CAN_EDITCan view, attach/detach, run, and edit the Lakeview dashboard
    CAN_MANAGECan view, attach/detach, run, edit, and change permissions of the Lakeview dashboard

    A permission grant is only half the picture. A user's workspace entitlement also limits what they can do. Users with the Databricks SQL entitlement can be granted access to both the draft and the published dashboard, but they need at least CAN EDIT to modify and republish a draft. Users with the Consumer access entitlement can run the dashboard, apply filters, interact with visualizations, and share the dashboard URL with other workspace users. They cannot create or edit dashboards or change sharing settings.

    Permissions also come from the folder a dashboard is stored in. Dashboards inherit the workspace permissions of their enclosing folder, which by default is /Workspace/Users/<username>, so anyone with access to that folder can open the dashboard. Ownership gives no extra power: the owner has the same access as any user with CAN MANAGE. Only workspace admins can transfer ownership.

    Checkpoint 2 of 6· Check yourself

    An analyst has the Consumer access entitlement and has been granted access to a published dashboard. What can they do?

    Checkpoint 3 of 6· Exam question

    An analyst publishes an AI/BI dashboard and wants a workspace group to be able to view it, apply filters, and interact with its visualizations, but never modify or republish it. Which action in the dashboard's UI achieves exactly this?

    Sources12

    You can also share with people who are registered in your Databricks account but are not members of the workspace. In the Sharing dialog you can add specific account users and groups. You can also use the Sharing settings option at the bottom of the dialog and choose Anyone in my account can view to give view access to everyone in the account. These users see a view-only copy of the published dashboard. They cannot open the draft, and the workspace navigation is hidden from them.

    To send people to the dashboard, click Copy link near the bottom of the Sharing dialog. This copies a shareable URL for the published dashboard. The link is not a public pass. Before account members can open shared dashboards, an administrator must register them with the account. Login works through email and one-time passcode authentication or through unified login with SSO. Only users who are registered and have been granted access can view the dashboard. A stranger who gets the URL cannot.

    There is one more limit. Account users who are not workspace members cannot see data from workspace-bound securables, such as workspace-bound catalogs, even when they have permissions on those tables. Widgets that query those objects show no data for them. To reach people who have no Databricks account at all, you need embedding for external users, not a link.

    Checkpoint 4 of 6· Check yourself

    You click Copy link and email the URL to a partner who has never been registered with your Databricks account. What happens when they open it?

    Checkpoint 5 of 6· Match them up

    Match each sharing target to the way you grant it access

    Tap a term, then the definition that fits it.

    Checkpoint 6 of 6· Exam question

    A dashboard owner wants to give a client, who has a registered account in the same Databricks account console but no access to the workspace, editing rights over a published dashboard, and assigns them Can Edit through the Sharing dialog. What actually happens?

    Sources1

    Exam traps

    Each one states something that sounds right. Open it to see what is actually true.

    1. 1.Publishing with shared data permissions means every version of the dashboard, including the draft, runs with the publisher's access.Why is that wrong?

      Shared data permissions only apply to the published snapshot. Draft viewers always use their own data permissions.

      Covered in Publish before you share, and choose whose data access viewers get

    2. 2.Granting CAN EDIT in the Sharing dialog lets an account user edit the dashboard even though they are not in the workspace.Why is that wrong?

      The grant appears in the dialog, but users without workspace access are limited to CAN RUN until someone adds them to the workspace.

      Covered in Account users without workspace access, and the shareable link

    3. 3.Copy link creates a public URL that anyone outside the organization can open.Why is that wrong?

      Viewers must be registered with the Databricks account and granted access. People without accounts are reached through embedding for external users.

      Covered in Account users without workspace access, and the shareable link

    Sources

    Every claim above is drawn from one of these pages, quoted as it was written on the date shown.

    1. 1.
      “Publishing creates a snapshot of your dashboard that viewers can access.”
      ↩︎ Publish before you share, and choose whose data access viewers get
      “This might expose data to users who have not been granted direct access to it.”
      ↩︎ Publish before you share, and choose whose data access viewers get
      “To publish using a service principal's credentials instead, click the kebab menu next to this option and select a service principal.”
      ↩︎ Publish before you share, and choose whose data access viewers get
      “If you want to share with everyone in your workspace, use the system group: All workspace users.”
      ↩︎ Share with workspace users and groups
      “They must have at least CAN EDIT permission in order to modify and republish a draft.”
      ↩︎ Share with workspace users and groups
      “Dashboards inherit the workspace permissions set on the enclosing folder.”
      ↩︎ Share with workspace users and groups
      “Dashboard ownership does not grant special privileges.”
      ↩︎ Share with workspace users and groups
      “Click Copy link near the bottom of the Sharing dialog to copy a shareable URL for the published dashboard.”
      ↩︎ Account users without workspace access, and the shareable link
      “Dashboard account-level sharing supports email and one-time passcode authentication, and unified login with single sign-on (SSO).”
      ↩︎ Account users without workspace access, and the shareable link
      “Elevated permissions cannot be applied unless the user is added to the workspace.”
      ↩︎ Account users without workspace access, and the shareable link
      “Dashboard widgets that query workspace-bound securables do not display data for account users.”
      ↩︎ Account users without workspace access, and the shareable link
      “Share data permission (default): Viewers run queries using the publisher's data permissions.”
      ↩︎ Key concept
      “For draft dashboards, the viewer's data permissions are always applied, even if the dashboard is published with shared data permissions.”
      ↩︎ Exam trap 1
      “Users who do not have access to the workspace are limited to CAN RUN permissions.”
      ↩︎ Exam trap 2
      “rather than allowing anyone with the link to view it.”
      ↩︎ Exam trap 3
      “For draft dashboards, the viewer's data permissions are always applied, even if the dashboard is published with shared data permissions.”
      ↩︎ Prediction
      “After you publish, the Sharing dialog opens automatically, allowing you to immediately share the published dashboard.”
      ↩︎ Checkpoint
      “Users with the Consumer access entitlement are restricted to read-and-run-only access.”
      ↩︎ Checkpoint
      “restricts access to the shared dashboard to only designated members of the account, rather than allowing anyone with the link to view it.”
      ↩︎ Checkpoint
      “If you want to share with everyone in your Databricks account, use the sharing setting: Anyone in my account can view.”
      ↩︎ Checkpoint
    2. 2.
      “Can view, attach/detach, run, edit, and change permissions of the Lakeview dashboard”
      ↩︎ Share with workspace users and groups

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    Embed AI/BI Dashboards in External Websites and Apps

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