You need to migrate the Research division data for Productline2. The solution must meet the data preparation requirements. How should you complete the code? To answer, select the appropriate options in the answer area NOTE: Each correct selection is worth one point.

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Explanation:

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You have a Microsoft Power B1 semantic model that uses Import mode and a SQL source. The semantic model contains a table named Tablet. Table1 contains more than 100 million lows and a datetime column named OrderDateTimp.
You discover that refreshing Table! takes longer than expected.
You need to implement incremental refresh for Table1. The solution must ensure that Tablet is refreshed as quickly as possible Which two actions should you perform in Power Query Editor? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

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You have a Fabric workspace named Workspace1.
You have three groups named Group1, Group2, and Group3.
You need to assign a workspace role to each group. The solution must follow the principle of least privilege and meet the following requirements:
Group1 must be able to write data to Workspace1, but be unable to add members to Workspace1.
Group2 must be able to configure and maintain the settings of Workspace1.
Group3 must be able to write data and add members to Workspace1, but be unable to delete Workspace1.
Which workspace role should you assign to each group? To answer, drag the appropriate roles to the correct groups. Each role may

Correct Answer:

Explanation:

Comprehensive Detailed Explanation
Workspace Roles in Microsoft Fabric (same as Power BI workspaces):
Viewer
Can only read/view content.
Cannot create or edit.
Contributor
Can create and write data (datasets, reports, semantic models).
Cannot manage permissions or workspace settings.
Member
Can create and edit content.
Can also add/remove people to the workspace (except Admins).
Cannot delete the workspace itself.
Admin
Full control: can configure settings, add/remove members, and delete the workspace.
Step 1: Group1 Requirements
Must be able to write data.
Must NOT be able to add members.
# Contributor (can write but cannot manage membership).
Step 2: Group2 Requirements
Must be able to configure and maintain workspace settings.
# Only Admin role allows configuring workspace-level settings.
# Admin.
Step 3: Group3 Requirements
Must be able to write data.
Must be able to add members.
Must NOT be able to delete the workspace.
# This matches the Member role.

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You to need assign permissions for the data store in the AnalyticsPOC workspace. The solution must meet the security requirements.
Which additional permissions should you assign when you share the data store? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Correct Answer:

Explanation:
* Data Engineers: Read All SQL analytics endpoint data
* Data Analysts: Read All Apache Spark
* Data Scientists: Read All SQL analytics endpoint data
The permissions for the data store in the AnalyticsPOC workspace should align with the principle of least privilege:
* Data Engineers need read and write access but not to datasets or reports.
* Data Analysts require read access specifically to the dimensional model objects and the ability to create Power BI reports.
* Data Scientists need read access via Spark notebooks. These settings ensure each role has the necessary permissions to fulfill their responsibilities without exceeding their required access level.

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You need to design a semantic model for the customer satisfaction report.
Which data source authentication method and mode should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Correct Answer:

Explanation:

For the semantic model design required for the customer satisfaction report, the choices for data source authentication method and mode should be made based on security and performance considerations as per the case study provided.
Authentication method: The data should be accessed securely, and given that row-level security (RLS) is required for users executing T-SQL queries, you should use an authentication method that supports RLS.
Service principal authentication is suitable for automated and secure access to the data, especially when the access needs to be controlled programmatically and is not tied to a specific user's credentials.
Mode: The report needs to show data as soon as it is updated in the data store, and it should only contain data from the current and previous year. DirectQuery mode allows for real-time reporting without importing data into the model, thus meeting the need for up-to-date data. It also allows for RLS to be implemented and enforced at the data source level, providing the necessary security measures.
Based on these considerations, the selections should be:
* Authentication method: Service principal authentication
* Mode: DirectQuery

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