Preparing for DP-203 Data Engineering on Microsoft Azure exam? Candidates who pass the DP-203 exam will earn the Microsoft Certified: Azure Data Engineer Associate certification. Passcert new updated Microsoft DP-203 Exam Dumps with real questions and answers related to the latest exam objectives to help you pass your Microsoft DP-203 exam successfully. Our DP-203 Exam Dumps is one of the best tools that you can use for the preparation of the Data Engineering on Microsoft Azure DP-203 exam. It will help you clear all concepts and you will have to go through our DP-203 Exam Dumps multiple times to ensure your success in the exam.

The Microsoft Azure Data Engineer (DP-203) is an advanced-level certification exam from Microsoft Azure. By enrolling for this certification you get the credibility and can validate your Azure Data Engineer skills such as designing and implementing data storage and data security, Designing and Developing data processing, and Monitoring and optimizing data storage and data processing.

Being an Azure Data Engineer, you can ensure that data pipelines and data stores are high-performing, efficient, organized, and reliable, based on business requirements and constraints. You will also be able to design, implement, monitor, and optimize data platforms to meet the needs of data pipelines. Therefore, once you understand and master these concepts you can easily become a successful Azure Data Engineer.

The DP-203 exam tests your knowledge of four subject areas: designing and implementing data storage, designing and developing data processing, designing and implementing data security, and monitoring and optimizing data storage and data processing.

Design a data storage structure

Design a partition strategy

Design the serving layer

Implement physical data storage structures

Implement logical data structures

Implement the serving layer

Ingest and transform data

Design and develop a batch processing solution

Design and develop a stream processing solution

Manage batches and pipelines

Design security for data policies and standards

Implement data security

Monitor data storage and data processing

Optimize and troubleshoot data storage and data processing

You need to implement the surrogate key for the retail store table. The solution must meet the sales transaction dataset requirements.

What should you create?

A. a table that has an IDENTITY property

B. a system-versioned temporal table

C. a user-defined SEQUENCE object

D. a table that has a FOREIGN KEY constraint

Answer: A

You need to integrate the on-premises data sources and Azure Synapse Analytics. The solution must meet the data integration requirements.

Which type of integration runtime should you use?

A. Azure-SSIS integration runtime

B. self-hosted integration runtime

C. Azure integration runtime

Answer: C

What should you do to improve high availability of the real-time data processing solution?

A. Deploy identical Azure Stream Analytics jobs to paired regions in Azure.

B. Deploy a High Concurrency Databricks cluster.

C. Deploy an Azure Stream Analytics job and use an Azure Automation runbook to check the status of the job and to start the job if it stops.

D. Set Data Lake Storage to use geo-redundant storage (GRS).

Answer: A

You need to trigger an Azure Data Factory pipeline when a file arrives in an Azure Data Lake Storage Gen2 container.

Which resource provider should you enable?

A. Microsoft.Sql

B. Microsoft-Automation

C. Microsoft.EventGrid

D. Microsoft.EventHub

Answer: C

You are designing a security model for an Azure Synapse Analytics dedicated SQL pool that will support multiple companies. You need to ensure that users from each company can view only the data of their respective company.

Which two objects should you include in the solution? Each correct answer presents part of the solution NOTE: Each correct selection it worth one point.

A. a custom role-based access control (RBAC) role.

B. asymmetric keys

C. a predicate function

D. a column encryption key

E. a security policy

Answer: A,E

You are designing a highly available Azure Data Lake Storage solution that will induce geo-zone-redundant storage (GZRS).

You need to monitor for replication delays that can affect the recovery point objective (RPO).

What should you include m the monitoring solution?

A. Last Sync Time

B. Average Success Latency

C. Error errors

D. availability

Answer: A