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 DP-700 Dumps with Practice Exam Questions Answers

Questions: 98 Questions and Answers With Step-by-Step Explanation

Last Update: Mar 28, 2025

DP-700 Question Includes: Single Choice Questions: 61, Multiple Choice Questions: 6, Hotspot: 24, Drag Drop: 7,

DP-700 Questions and Answers

Question # 1

You have a Fabric workspace that contains a warehouse named DW1. DW1 is loaded by using a notebook named Notebook1.

You need to identify which version of Delta was used when Notebook1 was executed.

What should you use?

A.

Real-Time hub

B.

OneLake data hub

C.

the Admin monitoring workspace

D.

Fabric Monitor

E.

the Microsoft Fabric Capacity Metrics app

Question # 2

You have a Fabric warehouse named DW1 that contains four staging tables named ProductCategory, ProductSubcategory, Product, and SalesOrder. ProductCategory, ProductSubcategory, and Product are used often in analytical queries.

You need to implement a star schema for DW1. The solution must minimize development effort.

Which design approach should you use? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Question # 3

You have a Fabric workspace named Workspace1. Your company acquires GitHub licenses.

You need to configure source control for Workpace1 to use GitHub. The solution must follow the principle of least privilege. Which permissions do you require to ensure that you can commit code to GitHub?

A.

Actions (Read and write) and Contents (Read and write)

B.

Actions (Read and write) only

C.

Contents (Read and write) only

D.

Contents (Read) and Commit statuses (Read and write)

Question # 4

You have a Fabric workspace named Workspace1 that contains a notebook named Notebook1.

In Workspace1, you create a new notebook named Notebook2.

You need to ensure that you can attach Notebook2 to the same Apache Spark session as Notebook1.

What should you do?

A.

Enable high concurrency for notebooks.

B.

Enable dynamic allocation for the Spark pool.

C.

Change the runtime version.

D.

Increase the number of executors.

Question # 5

You have a Fabric warehouse named DW1 that contains a Type 2 slowly changing dimension (SCD) dimension table named DimCustomer. DimCustomer contains 100 columns and 20 million rows. The columns are of various data types, including int, varchar, date, and varbinary.

You need to identify incoming changes to the table and update the records when there is a change. The solution must minimize resource consumption.

What should you use to identify changes to attributes?

A.

a direct attributes comparison for the attributes in the source table.

B.

a hash function to compare the attributes in the DimCustomer table.

C.

a direct attributes comparison across the attributes in the DimCustomer table.

D.

a hash function to compare the attributes in the source table.

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