Implementing Analytics Solutions Using Microsoft Fabric (DP-600) Exam Practice Questions & Study Guide 2026

Question 1

You have a Fabric tenant that contains a workspace named Workspace1 and a user named User1. Workspace1 contains a warehouse named DW1. You share DW1 with User1 and assign User1 the default permissions for DW1. What can User1 do?

A. Build reports by using the default dataset.
 B. Read the underlying Parquet files from OneLake. 
C. Connect to DW1 via the TDS (Tabular Data Stream) endpoint. 
D. Read data from the tables in DW1. 

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Question 2

You have a Fabric tenant named Tenant! that contains a lakehouse named Lakehouse1. You need to add data to Lakehouse1 from a CSV file in an Azure Storage account outside of Fabric. The solution must minimize development effort. What should you use to add the data?

A. a Dataflow Gen2 
B. a shortcut 
C. a copy job 
D. a pipeline 

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Question 3

You have a Fabric tenant that contains a warehouse. You are designing a star schema model that will contain a customer dimension. The customer dimension table will be a Type 2 slowly changing dimension (SCD). You need to recommend which columns to add to the table. The columns must NOT already exist in the source. Which three types of columns should you recommend? Each correct answer presents part of the solution. NOTE: Each correct answer is worth one point.

A. an effective end date and time 
B. a foreign key 
C. a surrogate key 
D. a natural key 
E. an effective start date and time 

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Question 4

You have a Fabric tenant that contains JSON files in OneLake. The files have one billion items. You plan to perform time series analysis of the items. You need to transform the data, visualize the data to find insights, perform anomaly detection, and share the insights with other business users. The solution must meet the following requirements: Use parallel processing. Minimize the duplication of data. Minimize how long it takes to load the data. What should you use to transform and visualize the data? 

A. a Microsoft Power B1 report that uses core visuals 
B. the PySpark library in a Fabric notebook 
C. the pandas library in a Fabric notebook 

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Question 5

You need to provide Power Bl developers with access to the pipeline. The solution must meet the following requirements: • Ensure that the developers can deploy items to the workspaces for Development and Test. • Prevent the developers from deploying items to the workspace for Production. • Follow the principle of least privilege. Which three levels of access should you assign to the developers? Each correct answer presents part of the solution. NOTE: Each correct answer is worth one point. 

A. Build permission to the production semantic models 
B. Admin access to the deployment pipeline 
C. Viewer access to the Development and Test workspaces 
D. Viewer access to the Production workspace 
E. Contributor access to the Development and Test workspaces 
F. Contributor access to the Production workspace 

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Question 6

You have a Microsoft Power Bl semantic model that contains measures. The measures use multiple calculate functions and a filter function. You are evaluating the performance of the measures. In which use case will replacing the filter function with the keepfilters function reduce execution time?

A. when the filter function uses a nested calculate function 
B. when the filter function references a column from a single table that uses Import mode 
C. when the filter function references columns from multiple tables
 D. when the filter function references a measure 

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Question 7

You have a Fabric workspace named Workspace1 that is assigned to a newly created Fabric capacity named Capacity1. You create a semantic model named Model1 and deploy Model1 to Workspace1. You need to publish changes to Model1 directly from Tabular Editor. What should you do?

A. For Workspace1, enable Git integration. 
B. For Workspace1, create a managed private endpoint. 
C. For Model1, enable external sharing. 
D. For Capacity1, set XMLA Endpoint to Read Write. 

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Question 8

You have a Fabric tenant that contains a data warehouse. You need to load rows into a large Type 2 slowly changing dimension (SCD). The solution must minimize resource usage. Which T-SQL statement should you use? 

A. update and insert 
B. MERGE 
C. TRUNCATE TABLE and INSERT 
D. CREATE TABLE AS SELECT 

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Question 9

You have a Fabric tenant. You are creating a Fabric Data Factory pipeline. You have a stored procedure that returns the number of active customers and their average sales for the current month. You need to add an activity that will execute the stored procedure in a warehouse. The returned values must be available to the downstream activities of the pipeline. Which type of activity should you add?

A. Script 
B. Copy data 
C. Switch 
D. Append variable 

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Question 10

You have an Azure Repos Git repository named Repo1 and a Fabric-enabled Microsoft Power Bl Premium capacity. The capacity contains two workspaces named Workspace! and Workspace2. Git integration is enabled at the workspace level. You plan to use Microsoft Power Bl Desktop and Workspace! to make version-controlled changes to a semantic model stored in Repo1. The changes will be built and deployed lo Workspace2 by using Azure Pipelines. You need to ensure that report and semantic model definitions are saved as individual text files in a folder hierarchy. The solution must minimize development and maintenance effort. In which file format should you save the changes?

A. PBIP 
B. PBIT 
C. PBIX 
D. PBIDS 

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