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| Section | Weight | Objectives |
|---|---|---|
| Ingest and transform data | 30-35% | - Ingest data using Data Factory pipelines and Dataflows Gen2 - Ingest and transform data using eventstreams - Optimize and manage Delta tables - Design and implement loading patterns - Transform data using Dataflows Gen2 and notebooks |
| Monitor and optimize an analytics solution | 30-35% | - Optimize performance of data storage and queries - Implement error handling in pipelines - Monitor Fabric items |
| Implement and manage an analytics solution | 30-35% | - Configure and manage workspace settings and item access - Implement security and governance - Implement lifecycle management and source control for analytics assets - Orchestrate processes with Data Factory pipelines |
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NEW QUESTION # 150
You have a KQL database that contains two table named Stream and Reference. Stream contains streaming data in the following format.
Reference contains reference data in the following format.
Both tables contains millions of rows.
You have the following KQL queryset.
You need to reduce how long it takes to run KQL queryset.
Solution: You move the line 05 to line 02.
Does this meet the goal?
Answer: B
NEW QUESTION # 151
You have a Fabric workspace that contains a warehouse named Warehouse!. Warehousel contains a table named DimCustomers. DimCustomers contains the following columns:
* CustomerName
* CustomerlD
* BirthDate
* Email
You need to configure security to meet the following requirements:
* BirthDate in DimCustomer must be masked and display 1900-01-01.
* Email in DimCustomer must be masked and display only the first leading character and the last five characters.
How should you complete the statement? To answer, select the appropriate options in the answer area. NOTE:
Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 152
You have a Fabric workspace that contains a warehouse named Warehouse1 Warehousel contains a table named DimCustomers. DimCustomers contains the following columns:
* CustomerName
* CustomerlD
* Birth Date
* Email
You need to configure security to meet the following requirements:
* Birth Date in DimCustomer must be masked and display 1960-01-01
* Email in DimCustomer must be masked and display only the first leading character and the last five characters.
How should you complete the statement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 153
You have a Fabric workspace that contains a warehouse named Warehouse1. Warehouse! contains a table named Customer. Customer contains the following data.
You have an internal Microsoft Entra user named User1 that has an email address of user1@contoso.com.
You need to provide User1 with access to the Customer table. The solution must prevent User1 from accessing the CreditCard column.
How should you complete the statement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 154
You have two Fabric workspaces named Workspace1 and Workspace2.
You have a Fabric deployment pipeline named deployPipeline1 that deploys items from Workspace1 to Workspace2. DeployPipeline1 contains all the items in Workspace1.
You recently modified the items in Workspaces1.
The workspaces currently contain the items shown in the following table.
Items in Workspace1 that have the same name as items in Workspace2 are currently paired.
You need to ensure that the items in Workspace1 overwrite the corresponding items in Workspace2. The solution must minimize effort.
What should you do?
Answer: C
Explanation:
When running a deployment pipeline in Fabric, if the items in Workspace1 are paired with the corresponding items in Workspace2 (based on the same name), the deployment pipeline will automatically overwrite the existing items in Workspace2 with the modified items from Workspace1. There ' s no need to delete, rename, or back up items manually unless you need to keep versions. By simply running deployPipeline1, the pipeline will handle overwriting the existing items in Workspace2 based on the pairing, ensuring the latest version of the items is deployed with minimal effort.
NEW QUESTION # 155
......
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