Summer Certification Sale 70% Discount Offer - Ends in 0d 00h 00m 00s - Coupon code: save70

Note! Following DP-203 Exam is Retired now. Please select the alternative replacement for your Exam Certification. The new exam code is DP-700

Verified By IT Certified Experts

CertsTopics.com Certified Safe Files

Up-To-Date Exam Study Material

99.5% High Success Pass Rate

100% Accurate Answers

Instant Downloads

Exam Questions And Answers PDF

Try Demo Before You Buy

Certification Exams with Helpful Questions And Answers

What our customers are saying

Hong Kong S.A.R. certstopics Hong Kong S.A.R.
Lula
Jun 21, 2026
I'm so glad I chose certstopics for my DP-203 exam preparation. The testing engine was amazing, and the braindumps were a lifesaver.
Georgia certstopics Georgia
Mark
Jun 3, 2026
This website has all the exam dumps available and detailed explanations of topics as well. I gave the DP-203 exam and scored 870/1000 on the test, all the credit goes to this website.
Ghana certstopics Ghana
Kamil
May 6, 2026
certstopics's DP-203 exam material is the real deal. I couldn't be happier with the results I achieved using their resources.
Denmark certstopics Denmark
Shawn
Apr 16, 2026
certstopics's DP-203 study material is top-class. Verified questions in the testing engine replicate real exams. Thanks to them, I achieved success.

Data Engineering on Microsoft Azure Questions and Answers

Question 1

You are designing a partition strategy for a fact table in an Azure Synapse Analytics dedicated SQL pool. The table has the following specifications:

• Contain sales data for 20,000 products.

• Use hash distribution on a column named ProduclID,

• Contain 2.4 billion records for the years 20l9 and 2020.

Which number of partition ranges provides optimal compression and performance of the clustered columnstore index?

Options:

A.

40

B.

240

C.

400

D.

2,400

Buy Now
Question 2

You have an Azure Databricks workspace and an Azure Data Lake Storage Gen2 account named storage!

New files are uploaded daily to storage1.

• Incrementally process new files as they are upkorage1 as a structured streaming source. The solution must meet the following requirements:

• Minimize implementation and maintenance effort.

• Minimize the cost of processing millions of files.

• Support schema inference and schema drift.

Which should you include in the recommendation?

Options:

A.

Auto Loader

B.

Apache Spark FileStreamSource

C.

COPY INTO

D.

Azure Data Factory

Question 3

Note: This question it 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 an Azure Data Lake Storage account that contains a staging zone.

You need to design a daily process to ingest incremental data *rom 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 a mapping data flow, and then inserts the data into the data warehouse.

Does this meet the goal?

Options:

A.

Yes

B.

NO