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The Microsoft Microsoft Certified: Fabric Analytics Engineer Associate certification is a globally recognized credential that validates the skills and knowledge required to install, configure, operate, and troubleshoot small to medium-sized enterprise networks. To earn this prestigious certification, candidates must pass the Microsoft DP-600 exam, which covers a wide range of networking topics, including network fundamentals, network access, IP connectivity, IP services, security fundamentals, and automation and programmability.

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Microsoft DP-600 Sample Questions

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. 



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 



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 



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 



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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