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Microsoft DP-203 (Data Engineering on Microsoft Azure) Exam is an essential certification for data professionals who are interested in working with data engineering concepts on the Microsoft Azure platform. DP-203 exam is designed to test an individual’s knowledge and understanding of Azure data services, including the Azure Data Factory, Azure Synapse Analytics, and Azure Stream Analytics. The DP-203 certification is an excellent way to demonstrate your expertise in data engineering on Azure and showcase your ability to design and implement data solutions using Azure services.

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To pass the DP-203 certification exam, candidates need to have a deep understanding of data engineering principles, concepts, and tools. They should also have hands-on experience working with Azure services for data engineering, as well as knowledge of data modeling, data warehousing, and data visualization. Data Engineering on Microsoft Azure certification is ideal for data engineers who want to demonstrate their expertise in building and managing data solutions on Microsoft Azure, as well as for those who are looking to advance their careers in the field of data engineering.

Microsoft Data Engineering on Microsoft Azure Sample Questions (Q11-Q16):

NEW QUESTION # 11
You have an Apache Spark DataFrame named temperatures. A sample of the data is shown in the following table.

You need to produce the following table by using a Spark SQL query.

How should you complete the query? 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.

Answer:

Explanation:

Reference:
https://learnsql.com/cookbook/how-to-convert-an-integer-to-a-decimal-in-sql-server/
https://docs.microsoft.com/en-us/sql/t-sql/queries/from-using-pivot-and-unpivot

NEW QUESTION # 12
You need to create a partitioned table in an Azure Synapse Analytics dedicated SQL pool.
How should you complete the Transact-SQL statement? 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.

Answer:

Explanation:

Reference:
https://docs.microsoft.com/en-us/sql/t-sql/statements/create-table-azure-sql-data-warehouse?

NEW QUESTION # 13
You are designing a real-time dashboard solution that will visualize streaming data from remote sensors that connect to the internet. The streaming data must be aggregated to show the average value of each 10-second interval. The data will be discarded after being displayed in the dashboard.
The solution will use Azure Stream Analytics and must meet the following requirements:
Minimize latency from an Azure Event hub to the dashboard.
Minimize the required storage.
Minimize development effort.
What should you include in the solution? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point

Answer:

Explanation:

Reference:
https://docs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-power-bi-dashboard

NEW QUESTION # 14
You are implementing a star schema in an Azure Synapse Analytics dedicated SQL pool.
You plan to create a table named DimProduct.
DimProduct must be a Type 3 slowly changing dimension (SCO) table that meets the following requirements:
* The values in two columns named ProductKey and ProductSourceID will remain the same.
* The values in three columns named ProductName, ProductDescription, and Color can change.
You need to add additional columns to complete the following table definition.

A)

B)

C)

D)

E)

F)

  • A. Option B
  • B. Option A
  • C. Option E
  • D. Option D
  • E. Option F
  • F. Option C

Answer: A,B,F

NEW QUESTION # 15
You have an Azure Synapse Analytics dedicated SQL pool named Pool1 that contains an external table named Sales. Sales contains sales dat a. Each row in Sales contains data on a single sale, including the name of the salesperson.
You need to implement row-level security (RLS). The solution must ensure that the salespeople can access only their respective sales.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

NEW QUESTION # 16
……

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