MICROSOFT DP-203 EXAM | DP-203 TEST DURATION - ENSURE YOU PASS DP-203: DATA ENGINEERING ON MICROSOFT AZURE EXAM

Microsoft DP-203 Exam | DP-203 Test Duration - Ensure you Pass DP-203: Data Engineering on Microsoft Azure Exam

Microsoft DP-203 Exam | DP-203 Test Duration - Ensure you Pass DP-203: Data Engineering on Microsoft Azure Exam

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Microsoft DP-203 (Data Engineering on Microsoft Azure) certification exam is a valuable credential for data engineers who want to demonstrate their expertise in designing and implementing data solutions on Azure. It is a great way for professionals to advance their careers and increase their earning potential. With this certification, data engineers can showcase their skills and knowledge in data engineering concepts and practices, and prove their ability to design and implement data solutions on Azure.

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Microsoft DP-203 certification exam is an excellent opportunity for data engineers and other IT professionals to validate their skills and expertise in designing, implementing, and managing data solutions on the Azure platform. Successful completion of DP-203 exam demonstrates a candidate's proficiency in Azure-based data solutions and can lead to increased career prospects and earning potential. With the right preparation and practical experience, candidates can confidently take the DP-203 exam and earn a globally recognized certification from Microsoft.

The DP-203 Exam is a challenging exam that requires candidates to have a solid understanding of data engineering concepts, Azure services, and data processing workflows. Candidates who successfully pass DP-203 exam will have a valuable certification that can help them advance their careers in data engineering. Additionally, organizations that employ data engineers with this certification can be assured that they have the necessary skills to design and implement effective data solutions on Microsoft Azure.

Microsoft Data Engineering on Microsoft Azure Sample Questions (Q56-Q61):

NEW QUESTION # 56
You develop a dataset named DBTBL1 by using Azure Databricks.
DBTBL1 contains the following columns:
* SensorTypelD
* GeographyRegionID
* Year
* Month
* Day
* Hour
* Minute
* Temperature
* WindSpeed
* Other
You need to store the data to support daily incremental load pipelines that vary for each GeographyRegionID. The solution must minimize storage costs.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:


NEW QUESTION # 57
You need to design a data ingestion and storage solution for the Twitter feeds. The solution must meet the customer sentiment analytics requirements.
What should you include in the solution? To answer, select the appropriate options in the answer area NOTE: Each correct selection b worth one point.

Answer:

Explanation:

Explanation:

Box 1: Configure Evegent Hubs partitions
Scenario: Maximize the throughput of ingesting Twitter feeds from Event Hubs to Azure Storage without purchasing additional throughput or capacity units.
Event Hubs is designed to help with processing of large volumes of events. Event Hubs throughput is scaled by using partitions and throughput-unit allocations.
Event Hubs traffic is controlled by TUs (standard tier). Auto-inflate enables you to start small with the minimum required TUs you choose. The feature then scales automatically to the maximum limit of TUs you need, depending on the increase in your traffic.
Box 2: An Azure Data Lake Storage Gen2 account
Scenario: Ensure that the data store supports Azure AD-based access control down to the object level.
Azure Data Lake Storage Gen2 implements an access control model that supports both Azure role-based access control (Azure RBAC) and POSIX-like access control lists (ACLs).
Reference:
https://docs.microsoft.com/en-us/azure/event-hubs/event-hubs-features
https://docs.microsoft.com/en-us/azure/storage/blobs/data-lake-storage-access-control


NEW QUESTION # 58
Note: This question is 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 scenario, 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 Storage account that contains 100 GB of files. The files contain text and numerical values. 75% of the rows contain description data that has an average length of 1.1 MB.
You plan to copy the data from the storage account to an Azure SQL data warehouse.
You need to prepare the files to ensure that the data copies quickly.
Solution: You modify the files to ensure that each row is more than 1 MB.
Does this meet the goal?

  • A. No
  • B. Yes

Answer: B

Explanation:
Instead modify the files to ensure that each row is less than 1 MB.
References:
https://docs.microsoft.com/en-us/azure/sql-data-warehouse/guidance-for-loading-data


NEW QUESTION # 59
You configure version control for an Azure Data Factory instance as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Reference:
https://docs.microsoft.com/en-us/azure/data-factory/source-control


NEW QUESTION # 60
You have an Azure Synapse Analytics dedicated SQL pool that contains the users shown in the following table.

User1 executes a query on the database, and the query returns the results shown in the following exhibit.

User1 is the only user who has access to the unmasked data.
Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:
Graphical user interface, text, application, email Description automatically generated

Box 1: 0
The YearlyIncome column is of the money data type.
The Default masking function: Full masking according to the data types of the designated fields
* Use a zero value for numeric data types (bigint, bit, decimal, int, money, numeric, smallint, smallmoney, tinyint, float, real).
Box 2: the values stored in the database
Users with administrator privileges are always excluded from masking, and see the original data without any mask.
Reference:
https://docs.microsoft.com/en-us/azure/azure-sql/database/dynamic-data-masking-overview


NEW QUESTION # 61
......

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P.S. Free 2025 Microsoft DP-203 dumps are available on Google Drive shared by DumpsKing: https://drive.google.com/open?id=1LFL0fpkhdtFvslU-QQRPL4UAiYGZVYgX

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