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Microsoft DP-600 Dumps

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Total 80 questions

Implementing Analytics Solutions Using Microsoft Fabric (beta) Questions and Answers

Question 1

You create a semantic model by using Microsoft Power Bl Desktop. The model contains one security role named SalesRegionManager and the following tables:

• Sales

• SalesRegion

• Sales Ad dress

You need to modify the model to ensure that users assigned the SalesRegionManager role cannot see a column named Address in Sales Address.

Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Options:

Question 2

You have a Fabric workspace that contains a DirectQuery semantic model. The model queries a data source that has 500 million rows.

You have a Microsoft Power Bl report named Report1 that uses the model. Report! contains visuals on multiple pages.

You need to reduce the query execution time for the visuals on all the pages.

What are two features that you can use? Each correct answer presents a complete solution.

NOTE: Each correct answer is worth one point.

Options:

A.

user-defined aggregations

B.

automatic aggregation

C.

query caching

D.

OneLake integration

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.

Options:

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 lakehouse named Lakehousel. Lakehousel contains a Delta table with eight columns. You receive new data that contains the same eight columns and two additional columns.

You create a Spark DataFrame and assign the DataFrame to a variable named df. The DataFrame contains the new data. You need to add the new data to the Delta table to meet the following requirements:

• Keep all the existing rows.

• Ensure that all the new data is added to the table.

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

Options:

Question 5

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.

Question 6

You have a Fabric tenant that contains a semantic model. The model contains 15 tables.

You need to programmatically change each column that ends in the word Key to meet the following requirements:

• Hide the column.

• Set Nullable to False.

• Set Summarize By to None

• Set Available in MDX to False.

• Mark the column as a key column.

What should you use?

Options:

A.

Microsoft Power Bl Desktop

B.

Tabular Editor

C.

ALM Toolkit

D.

DAX Studio

Question 7

You need to create a data loading pattern for a Type 1 slowly changing dimension (SCD).

Which two actions should you include in the process? Each correct answer presents part of the solution.

NOTE: Each correct answer is worth one point.

Options:

A.

Update rows when the non-key attributes have changed.

B.

Insert new rows when the natural key exists in the dimension table, and the non-key attribute values have changed.

C.

Update the effective end date of rows when the non-key attribute values have changed.

D.

Insert new records when the natural key is a new value in the table.

Question 8

You have a data warehouse that contains a table named Stage. Customers. Stage-Customers contains all the customer record updates from a customer relationship management (CRM) system. There can be multiple updates per customer

You need to write a T-SQL query that will return the customer ID, name, postal code, and the last updated time of the most recent row for each customer ID.

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

NOTE Each correct selection is worth one point.

Options:

Question 9

You have a Fabric warehouse that contains a table named Sales.Products. Sales.Products contains the following columns.

You need to write a T-SQL query that will return the following columns.

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

Options:

Question 10

You have a Fabric tenant that contains a warehouse.

You use a dataflow to load a new dataset from OneLake to the warehouse.

You need to add a Power Query step to identify the maximum values for the numeric columns.

Which function should you include in the step?

Options:

A.

Table. MaxN

B.

Table.Max

C.

Table.Range

D.

Table.Profile

Question 11

You have a Fabric warehouse that contains a table named Staging.Sales. Staging.Sales contains the following columns.

You need to write a T-SQL query that will return data for the year 2023 that displays ProductID and ProductName arxl has a summarized Amount that is higher than 10,000. Which query should you use?

A)

B)

C)

D)

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

Question 12

You have a Fabric tenant that contains a warehouse named Warehouse1. Warehouse1 contains a fact table named FactSales that has one billion rows. You run the following T-SQL statement.

CREATE TABLE test.FactSales AS CLONE OF Dbo.FactSales;

For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

Options:

Question 13

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

Question 14

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:

Question 15

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:

Question 16

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.

Question 17

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.

Question 18

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

Question 19

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:

Question 20

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.

Question 21

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:

Page: 1 / 5
Total 80 questions