Home / Microsoft / Microsoft Azure Data Engineer Associate / DP-203 - Data Engineering on Microsoft Azure

Microsoft DP-203 Exam Questions Dumps


Exam Code: DP-203
Exam Name: Data Engineering on Microsoft Azure

  • 90 Days Free Updates
  • Microsoft Experts Verified Answers
  • Printable PDF File Format
  • DP-203 Exam Passing Assurance

Get 100% Real DP-203 Exam Dumps With Verified Answers As Seen in the Real Exam. Data Engineering on Microsoft Azure Exam Questions are Updated Frequently and Reviewed by Industry TOP Experts for Passing Microsoft Azure Data Engineer Associate Exam Quickly and Hassle Free.

Total Questions Answers: 316
Last Updated: 1-Jul-2024
Available with 3, 6 and 12 Months Free Updates Plans
Latest PDF File: $29.99

Test Engine: $37.99

PDF + Online Test: $49.99

Microsoft DP-203 Exam Questions


Struggling with Data Engineering on Microsoft Azure prep? Get the edge you need!

Our carefully crafted DP-203 dumps give you the confidence to ace the exam. We offer:

  • Up-to-date Microsoft Azure Data Engineer Associate practice questions: Stay current with the latest exam content.
  • PDF and test engine formats: Choose the study tools that work best for you.
  • Realistic Microsoft DP-203 practice exams: Simulate the real exam experience and boost your readiness.
Pass your Microsoft Azure Data Engineer Associate exam with ease. Try our study materials today!

Ace your Microsoft Azure Data Engineer Associate exam with confidence!



We provide top-quality DP-203 exam prep materials that are:
  • Accurate and up-to-date: Reflect the latest Microsoft exam changes and ensure you are studying the right content. 
  • Comprehensive: Cover all exam topics so you do not need to rely on multiple sources. 
  • Convenient formats: Choose between PDF files and online Data Engineering on Microsoft Azure practice tests for easy studying on any device.
Do not waste time on unreliable DP-203 practice exams. Choose our proven Microsoft Azure Data Engineer Associate study materials and pass with flying colors.

Try Dumps4free Data Engineering on Microsoft Azure Exam 2024 PDFs today!



Data Engineering on Microsoft Azure Exams
  • Assurance

    Data Engineering on Microsoft Azure practice exam has been updated to reflect the most recent questions from the Microsoft DP-203 Exam.

  • Demo

    Try before you buy! Get a free demo of our Microsoft Azure Data Engineer Associate exam dumps and see the quality for yourself. Need help? Chat with our support team.

  • Validity

    Our Microsoft DP-203 PDF contains expert-verified questions and answers, ensuring you're studying the most accurate and relevant material.

  • Success

    Achieve DP-203 success! Our Data Engineering on Microsoft Azure exam questions give you the preparation edge.

DP-203 Exam Sample Questions:



You are designing the folder structure for an Azure Data Lake Storage Gen2 account.
You identify the following usage patterns:
• Users will query data by using Azure Synapse Analytics serverless SQL pools and Azure
Synapse Analytics serverless Apache Spark pods.
• Most queries will include a filter on the current year or week.
• Data will be secured by data source.
You need to recommend a folder structure that meets the following requirements:
• Supports the usage patterns
• Simplifies folder security
• Minimizes query times
Which folder structure should you recommend?

 

Option A

 

Option B

 

Option C

 

Option D

 

Option E


Option D






You have an Azure Databricks resource.
You need to log actions that relate to changes in compute for the Databricks resource.
Which Databricks services should you log?

 

clusters

 

workspace

 

DBFS

 

SSH

 

lobs


workspace






You have an Azure Data lake Storage account that contains a staging zone.
You need to design a daily process to ingest incremental data from the staging zone, transform the data by executing an R script, and then insert the transformed data into a
data warehouse in Azure Synapse Analytics.
Solution You use an Azure Data Factory schedule trigger to execute a pipeline that
executes an Azure Databricks notebook, and then inserts the data into the data warehouse
Dow this meet the goal?

 

Yes

 

No


Yes






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.

 

[EffectiveScarcDate] [datetime] NOT NULL,

 

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

 

[EffectiveEndDace] [dacecime] NULL,

 

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

 

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


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


[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 





You plan to build a structured streaming solution in Azure Databricks. The solution will count new events in five-minute intervals and report only events that arrive during the interval. The output will be sent to a Delta Lake table.
Which output mode should you use?

 

complete

 

update

 

append


append


Explanation: Append Mode: Only new rows appended in the result table since the last
trigger are written to external storage. This is applicable only for the queries where existing
rows in the Result Table are not expected to change.
https://docs.databricks.com/getting-started/spark/streaming.html



How to Pass Microsoft DP-203 Exam?