Question 21
You design data engineering solutions for a company.
A project requires analytics and visualization of large set of data. The project has the following requirements:
* Notebook scheduling
* Cluster automation
* Power BI Visualization
You need to recommend the appropriate Azure service.
Which Azure service should you recommend?
A project requires analytics and visualization of large set of data. The project has the following requirements:
* Notebook scheduling
* Cluster automation
* Power BI Visualization
You need to recommend the appropriate Azure service.
Which Azure service should you recommend?
Question 22
You have data on the 75,000 employees of your company. The data contains the properties shown in the following table.

You need to store the employee data in an Azure Cosmos DB container. Most queries on the data will filter by the Current Department and the Employee Surname properties.
Which partition key and item ID should you use for the container? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


You need to store the employee data in an Azure Cosmos DB container. Most queries on the data will filter by the Current Department and the Employee Surname properties.
Which partition key and item ID should you use for the container? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Question 23
You are planning a design pattern based on the Lambda architecture as shown in the exhibit.

Which Azure service should you use for the hot path?

Which Azure service should you use for the hot path?
Question 24
Which Azure service and feature should you recommend using to manage the transient data for Data Lake Storage? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

NOTE: Each correct selection is worth one point.

Question 25
You design data engineering solutions for a company.
You must integrate on-premises SQL Server data into an Azure solution that performs Extract-Transform-Load (ETL) operations have the following requirements:
* Develop a pipeline that can integrate data and run notebooks.
* Develop notebooks to transform the data.
* Load the data into a massively parallel processing database for later analysis.
You need to recommend a solution.
What should you recommend? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

You must integrate on-premises SQL Server data into an Azure solution that performs Extract-Transform-Load (ETL) operations have the following requirements:
* Develop a pipeline that can integrate data and run notebooks.
* Develop notebooks to transform the data.
* Load the data into a massively parallel processing database for later analysis.
You need to recommend a solution.
What should you recommend? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.







