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DP-600 Implementing Analytics Solutions Using Microsoft Fabric Questions and Answers

Questions 4

Which workspace rote assignments should you recommend for ResearchReviewersGroupl and ResearchReviewersGroupZ? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 5

You need to refresh the Orders table of the Online Sales department. The solution must meet the semantic model requirements. What should you include in the solution?

Options:

A.

an Azure Data Factory pipeline that executes a dataflow to retrieve the minimum value of the OrderlD column in the destination lakehouse

B.

an Azure Data Factory pipeline that executes a Stored procedure activity to retrieve the maximum value of the OrderlD column in the destination lakehouse

C.

an Azure Data Factory pipeline that executes a dataflow to retrieve the maximum value of the OrderlD column in the destination lakehouse

D.

an Azure Data Factory pipeline that executes a Stored procedure activity to retrieve the minimum value of the OrderiD column m the

destination lakehouse

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Questions 6

You need to ensure that Contoso can use version control to meet the data analytics requirements and the general requirements. What should you do?

Options:

A.

Store all the semantic models and reports in Data Lake Gen2 storage.

B.

Modify the settings of the Research workspaces to use a GitHub repository.

C.

Store all the semantic models and reports in Microsoft OneDrive.

D.

Modify the settings of the Research division workspaces to use an Azure Repos repository.

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Questions 7

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You have a Fabric tenant that contains a semantic model named Model1.

You discover that the following query performs slowly against Model1.

You need to reduce the execution time of the query.

Solution: You replace line 4 by using the following code:

Does this meet the goal?

Options:

A.

Yes

B.

No

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Questions 8

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.

Options:

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Questions 9

You need to ensure the data loading activities in the AnalyticsPOC workspace are executed in the appropriate sequence. The solution must meet the technical requirements.

What should you do?

Options:

A.

Create a pipeline that has dependencies between activities and schedule the pipeline.

B.

Create and schedule a Spark job definition.

C.

Create a dataflow that has multiple steps and schedule the dataflow.

D.

Create and schedule a Spark notebook.

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Questions 10

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.

Options:

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Questions 11

You need to recommend a solution to prepare the tenant for the PoC.

Which two actions should you recommend performing from the Fabric Admin portal? Each correct answer presents part of the solution.

NOTE: Each correct answer is worth one point.

Options:

A.

Enable the Users can try Microsoft Fabric paid features option for specific security groups.

B.

Enable the Allow Azure Active Directory guest users to access Microsoft Fabric option for specific security groups.

C.

Enable the Users can create Fabric items option and exclude specific security groups.

D.

Enable the Users can try Microsoft Fabric paid features option for the entire organization.

E.

Enable the Users can create Fabric items option for specific security groups.

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Questions 12

What should you recommend using to ingest the customer data into the data store in the AnatyticsPOC workspace?

Options:

A.

a stored procedure

B.

a pipeline that contains a KQL activity

C.

a Spark notebook

D.

a dataflow

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Questions 13

Which type of data store should you recommend in the AnalyticsPOC workspace?

Options:

A.

a data lake

B.

a warehouse

C.

a lakehouse

D.

an external Hive metaStore

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Questions 14

You need to create a DAX measure to calculate the average overall satisfaction score.

How should you complete the DAX code? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 15

NO: 8

You need to implement the date dimension in the data store. The solution must meet the technical requirements.

What are two ways to achieve the goal? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Populate the date dimension table by using a dataflow.

B.

Populate the date dimension table by using a Stored procedure activity in a pipeline.

C.

Populate the date dimension view by using T-SQL.

D.

Populate the date dimension table by using a Copy activity in a pipeline.

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Questions 16

You need to resolve the issue with the pricing group classification.

How should you complete the T-SQL statement? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 17

You have a Microsoft Power Bl semantic model.

You plan to implement calculation groups.

You need to create a calculation item that will change the context from the selected date to month-to-date (MTD).

How should you complete the DAX expression? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 18

You have a Fabric tenant that contains a semantic model named Model1. Model1 uses Import mode. Model1 contains a table named Orders. Orders has 100 million rows and the following fields.

You need to reduce the memory used by Model! and the time it takes to refresh the model. Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct answer is worth one point.

Options:

A.

Split OrderDateTime into separate date and time columns.

B.

Replace TotalQuantity with a calculated column.

C.

Convert Quantity into the Text data type.

D.

Replace TotalSalesAmount with a measure.

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Questions 19

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?

Options:

A.

update and insert

B.

MERGE

C.

TRUNCATE TABLE and INSERT

D.

CREATE TABLE AS SELECT

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Questions 20

You have a Fabric tenant that contains a lakehouse named lakehouse1. Lakehouse1 contains an unpartitioned table named Table1.

You plan to copy data to Table1 and partition the table based on a date column in the source data.

You create a Copy activity to copy the data to Table1.

You need to specify the partition column in the Destination settings of the Copy activity.

What should you do first?

Options:

A.

From the Destination tab, set Mode to Append.

B.

From the Destination tab, select the partition column,

C.

From the Source tab, select Enable partition discovery

D.

From the Destination tab, set Mode to Overwrite.

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Questions 21

You have a Microsoft Power Bl semantic model.

You need to identify any surrogate key columns in the model that have the Summarize By property set to a value other than to None. The solution must minimize effort.

What should you use?

Options:

A.

DAX Formatter in DAX Studio

B.

Model view in Microsoft Power Bl Desktop

C.

Model explorer in Microsoft Power Bl Desktop

D.

Best Practice Analyzer in Tabular Editor

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Questions 22

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?

Options:

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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Questions 23

You have a Microsoft Power B1 report and a semantic model that uses Direct Lake mode. From Power Si Desktop, you open Performance analyzer as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE: Each correct selection is worth one point.

Options:

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Questions 24

Note: This section contains one or more sets of questions with the same scenario and problem. Each question presents a unique solution to the problem. You must determine whether the solution meets the stated goals. More than one solution in the set might solve the problem. It is also possible that none of the solutions in the set solve the problem.

After you answer a question in this section, you will NOT be able to return. As a result, these questions do not appear on the Review Screen.

Your network contains an on-premises Active Directory Domain Services (AD DS) domain named contoso.com that syncs with a Microsoft Entra tenant by using Microsoft Entra Connect.

You have a Fabric tenant that contains a semantic model.

You enable dynamic row-level security (RLS) for the model and deploy the model to the Fabric service.

You query a measure that includes the username () function, and the query returns a blank result.

You need to ensure that the measure returns the user principal name (UPN) of a user.

Solution: You create a role in the model.

Does this meet the goal?

Options:

A.

Yes

B.

No

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Exam Code: DP-600
Exam Name: Implementing Analytics Solutions Using Microsoft Fabric
Last Update: Feb 18, 2025
Questions: 117
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