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DP-203 Practice Questions

Question # 1

You have an Azure Synapse Analytics dedicated SQL pool named Pool1 and a database named DB1. DB1 contains a fact table named Table1.
You need to identify the extent of the data skew in Table1.
What should you do in Synapse Studio?

A.

Connect to the built-in pool and query sysdm_pdw_sys_info.

B.

Connect to Pool1 and run DBCC CHECKALLOC.

C.

Connect to the built-in pool and run DBCC CHECKALLOC.

D.

Connect to Pool! and query sys.dm_pdw_nodes_db_partition_stats.



D.

Connect to Pool! and query sys.dm_pdw_nodes_db_partition_stats.


Explanation:
Microsoft recommends use of sys.dm_pdw_nodes_db_partition_stats to analyze any
skewness in the data.
Reference:
https://docs.microsoft.com/en-us/azure/synapse-analytics/sql-data-warehouse/cheat-sheet



Question # 2

You need to ensure that the Twitter feed data can be analyzed in the dedicated SQL pool.
The solution must meet the customer sentiment analytics requirements.
Which three Transaction-SQL DDL commands should you run in sequence? To answer,
move the appropriate commands from the list of commands to the answer area and
arrange them in the correct order.
NOTE: More than one order of answer choices is correct. You will receive credit for any of
the correct orders you select.



Question # 3

You have an Azure SQL database named Database1 and two Azure event hubs named HubA and HubB. The data consumed from each source is shown in the following table 



Question # 4

You need to implement a Type 3 slowly changing dimension (SCD) for product category
data in an Azure Synapse Analytics dedicated SQL pool.
You have a table that was created by using the following Transact-SQL statement.

Which two columns should you add to the table? Each correct answer presents part of the
solution.
NOTE: Each correct selection is worth one point.

A.

[EffectiveScarcDate] [datetime] NOT NULL,

B.

[CurrentProduccCacegory] [nvarchar] (100) NOT NULL,

C.

[EffectiveEndDace] [dacecime] NULL,

D.

[ProductCategory] [nvarchar] (100) NOT NULL,

E.

[OriginalProduccCacegory] [nvarchar] (100) NOT NULL,



B.

[CurrentProduccCacegory] [nvarchar] (100) NOT NULL,


E.

[OriginalProduccCacegory] [nvarchar] (100) NOT NULL,


Explanation:
A Type 3 SCD supports storing two versions of a dimension member as separate columns.
The table includes a column for the current value of a member plus either the original or
previous value of the member. So Type 3 uses additional columns to track one key
instance of history, rather than storing additional rows to track each change like in a Type 2 



Question # 5

You are designing a slowly changing dimension (SCD) for supplier data in an Azure
Synapse Analytics dedicated SQL pool.
You plan to keep a record of changes to the available fields.
The supplier data contains the following columns.

Which three additional columns should you add to the data to create a Type 2 SCD? Each
correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A.

surrogate primary key

B.

foreign key

C.

effective start date

D.

effective end date

E.

last modified date



B.

foreign key


C.

effective start date





Question # 6

You have an Azure data factory.
You need to examine the pipeline failures from the last 60 days.
What should you use?

A.

the Activity log blade for the Data Factory resource

B.

the Monitor & Manage app in Data Factory

C.

the Resource health blade for the Data Factory resource

D.

Azure Monitor



D.

Azure Monitor


Explanation:
Data Factory stores pipeline-run data for only 45 days. Use Azure Monitor if you want to
keep that data for a longer time.
Reference:
https://docs.microsoft.com/en-us/azure/data-factory/monitor-using-azure-monitor



Question # 7

You need to create an Azure Data Factory pipeline to process data for the following three
departments at your company: Ecommerce, retail, and wholesale. The solution must
ensure that data can also be processed for the entire company.
How should you complete the Data Factory data flow script? To answer, drag the
appropriate values to the correct targets. Each value may be used once, more than once,
or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.



Question # 8

You are designing an Azure Synapse Analytics workspace.
You need to recommend a solution to provide double encryption of all the data at rest. Which two components should you include in the recommendation? Each coned answer presents part of the solution NOTE: Each correct selection is worth one point.

A.

an X509 certificate

B.

an RSA key

C.

an Azure key vault that has purge protection enabled

D.

an Azure virtual network that has a network security group (NSG)

E.

an Azure Policy initiative



A.

an X509 certificate


D.

an Azure virtual network that has a network security group (NSG)




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Microsoft DP-203 Exam Dumps

Exam Name: Data Engineering on Microsoft Azure
Certification Name: Microsoft Azure Data Engineer Associate

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  • Total Questions: 355
  • Last Updation Date: 28-Mar-2025

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