100% Pass Quiz 2025 Microsoft DP-203: Trustable Data Engineering on Microsoft Azure Guaranteed Success
100% Pass Quiz 2025 Microsoft DP-203: Trustable Data Engineering on Microsoft Azure Guaranteed Success
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You must improve your skills and knowledge to stay current and competitive. You merely need to obtain the DP-203 certification exam badge in order to achieve this. You must pass the Data Engineering on Microsoft Azure (DP-203) exam to accomplish this, which can only be done with thorough exam preparation. Download the Microsoft DP-203 Exam Questions right away for immediate and thorough exam preparation. We have thousands of satisfied customers around the globe so you can freely join your journey for the Data Engineering on Microsoft Azure (DP-203) certification exam with us.
Microsoft DP-203 is an exam designed for individuals aspiring to become data engineers on the Microsoft Azure platform. DP-203 exam is intended to test the candidate's ability to design and implement data storage solutions, data processing solutions, and data monitoring solutions using Azure services. DP-203 exam is one of the popular certification exams for data engineers and is recognized globally as a standard for measuring an individual's expertise in Microsoft Azure data engineering.
The DP-203 Exam is designed for data engineers who are responsible for designing and implementing big data and real-time data solutions using Azure data services. DP-203 exam measures the candidate's ability to design and implement data storage solutions, data processing solutions, and data consumption solutions. DP-203 exam also measures the candidate's ability to monitor and optimize Azure data solutions.
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Microsoft Data Engineering on Microsoft Azure Sample Questions (Q192-Q197):
NEW QUESTION # 192
You are designing an Azure Synapse Analytics dedicated SQL pool.
Groups will have access to sensitive data in the pool as shown in the following table.
You have policies for the sensitive data. The policies vary be region as shown in the following table.
You have a table of patients for each region. The tables contain the following potentially sensitive columns.
You are designing dynamic data masking to maintain compliance.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Text Description automatically generated
Reference:
https://docs.microsoft.com/en-us/azure/azure-sql/database/dynamic-data-masking-overview
NEW QUESTION # 193
You have an Azure Data Factory instance named ADF1 and two Azure Synapse Analytics workspaces named WS1 and WS2.
ADF1 contains the following pipelines:
P1: Uses a copy activity to copy data from a nonpartitioned table in a dedicated SQL pool of WS1 to an Azure Data Lake Storage Gen2 account P2: Uses a copy activity to copy data from text-delimited files in an Azure Data Lake Storage Gen2 account to a nonpartitioned table in a dedicated SQL pool of WS2 You need to configure P1 and P2 to maximize parallelism and performance.
Which dataset settings should you configure for the copy activity if each pipeline? To answer, select the appropriate options in the answer are a.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/synapse-analytics/sql/load-data-overview
NEW QUESTION # 194
You have an Azure Synapse Analytics pipeline named Pipeline1 that contains a data flow activity named Dataflow1.
Pipeline1 retrieves files from an Azure Data Lake Storage Gen 2 account named storage1.
Dataflow1 uses the AutoResolveIntegrationRuntime integration runtime configured with a core count of 128.
You need to optimize the number of cores used by Dataflow1 to accommodate the size of the files in storage1.
What should you configure? To answer, select the appropriate options in the answer area.
Answer:
Explanation:
Explanation:
Box 1: A Get Metadata activity
Dynamically size data flow compute at runtime
The Core Count and Compute Type properties can be set dynamically to adjust to the size of your incoming source data at runtime. Use pipeline activities like Lookup or Get Metadata in order to find the size of the source dataset data. Then, use Add Dynamic Content in the Data Flow activity properties.
Box 2: Dynamic content
Reference: https://docs.microsoft.com/en-us/azure/data-factory/control-flow-execute-data-flow-activity
NEW QUESTION # 195
You need to design an analytical storage solution for the transactional dat a. The solution must meet the sales transaction dataset requirements.
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/synapse-analytics/sql-data-warehouse/sql-data-warehouse-tables-distribute
NEW QUESTION # 196
You plan to implement an Azure Data Lake Gen2 storage account.
You need to ensure that the data lake will remain available if a data center fails in the primary Azure region.
The solution must minimize costs.
Which type of replication should you use for the storage account?
- A. geo-redundant storage (GRS)
- B. geo-zone-redundant storage (GZRS)
- C. locally-redundant storage (LRS)
- D. zone-redundant storage (ZRS)
Answer: C
Explanation:
Explanation
Locally redundant storage (LRS) copies your data synchronously three times within a single physical location in the primary region. LRS is the least expensive replication option Reference:
https://docs.microsoft.com/en-us/azure/storage/common/storage-redundancy
NEW QUESTION # 197
......
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