Microsoft Fabric Data Engineer Associate DP-700 Practice Question
You manage a Microsoft Fabric workspace that hosts several lakehouses and semantic models. Company policy requires that any item containing customer email addresses must automatically be labelled with the pre-defined sensitivity label "Confidential \ General." You need to ensure the label is applied whenever a user saves or uploads a new item that includes a column named EmailAddress. Which feature should you configure in Microsoft Fabric to meet this requirement?
Create a Microsoft Purview Information Protection auto-labeling policy that targets the "Email Address" sensitive information type and assigns the "Confidential \ General" label.
Create a policy tip in the Compliance portal that reminds users to apply the "Confidential \ General" label when they work with customer data.
Set the workspace's default sensitivity label to "Confidential \ General" so it is inherited by new items.
Enable the "Require users to apply a sensitivity label before saving" setting on the workspace.
Microsoft Fabric integrates with Microsoft Purview Information Protection. You can define auto-labeling policies that inspect data for conditions-such as the presence of built-in sensitive information types like "Email Address"-and automatically apply a specific sensitivity label when the condition is met. Turning on an auto-labeling policy that targets the "Email Address" sensitive info type and assigns the "Confidential \ General" label ensures any new Fabric item containing that column is labeled on save or upload. Manual labeling, default workspace labels, or end-user policy tips rely on users to apply or accept a label and therefore cannot guarantee that the correct label is enforced automatically.
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Microsoft Fabric Data Engineer Associate DP-700
Implement and manage an analytics solution
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