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Microsoft Implementing Analytics Solutions Using Microsoft Fabric Sample Questions (Q78-Q83):

NEW QUESTION # 78
You have a Fabric tenant.
You plan to create a Fabric notebook that will use Spark DataFrames to generate Microsoft Power Bl visuals.
You run the following code.

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:

NEW QUESTION # 79
You have a semantic model named Model1 that contains data that relates to customers and their bank account balances.
Model1 has the following tables and columns.

A customer can have one or more accounts. Each account can be associated to multiple customers.
You need to ensure that users can query Model1 to identify the total transaction amounts by customer.
What should you add to Model1?

A. The CustomerKey column in FactTransaction and a relationship to DimCustomer
B. A many-to-many relationship between FactTransaction and DimCustomer
C. A bridge table with relationships to DimCustomer and DimAccount
D. A bridge table with relationships to FactTransaction and DimCustomer

Answer: C

Explanation:
Scenario:
Tables:
DimAccount (accounts)
FactTransaction (transactions)
DimCustomer (customers)
Business rule:
A customer can have multiple accounts.
An account can be linked to multiple customers.
Many-to-many relationship.
Requirement: Calculate total transaction amounts by customer.
Analysis:
Direct many-to-many between FactTransaction and DimCustomer would not properly resolve aggregation.
Adding CustomerKey directly in FactTransaction is not possible because transactions link to accounts, not customers directly.
Correct approach: Create a bridge table (CustomerAccount) that maps Customer # Account.
Then link FactTransaction # DimAccount # Bridge # DimCustomer.

NEW QUESTION # 80
You have a Fabric tenant that contains a semantic model named Model1. Model1 uses Import mode. Model1 contains a table named Orders. Orders has 100 million rows and the following fields.

You need to reduce the memory used by Model1 and the time it takes to refresh the model.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct answer is worth one point.

A. Replace TotalSalesAmount with a measure.
B. Split OrderDateTime into separate date and time columns.
C. Convert Quantity into the Text data type.
D. Replace TotalQuantity with a calculated column.

Answer: A,B

NEW QUESTION # 81
You have a Fabric tenant that contains a lakehouse named Lakehouse1.
You need to prevent new tables added to Lakehouse1 from being added automatically to the default semantic model of the lakehouse.
What should you configure? (5)

A. the semantic model settings
B. the workspace settings
C. the Lakehouse1 settings
D. the SQL analytics endpoint settings

Answer: A

Explanation:
To prevent new tables added to Lakehouse1 from being automatically added to the default semantic model, you should configure the semantic model settings. There should be an option within the settings of the semantic model to include or exclude new tables by default. By adjusting these settings, you can control the automatic inclusion of new tables.
References: The management of semantic models and their settings would be covered under the documentation for the semantic layer or modeling features of the Fabric tenant's lakehouse solution.

NEW QUESTION # 82
You have a Fabric tenant that contains a lakehouse named lakehouse1. Lakehouse1 contains a table named Table1.
You are creating a new data pipeline.
You plan to copy external data to Table1. The schema of the external data changes regularly.
You need the copy operation to meet the following requirements:
* Replace Table1 with the schema of the external data.
* Replace all the data in Table1 with the rows in the external data.
You add a Copy data activity to the pipeline. What should you do for the Copy data activity?

A. From the Source tab, select Enable partition discovery
B. From the Source tab, add additional columns.
C. From the Source tab, select Recursively
D. From the Destination tab, set Table action to Overwrite.
E. From the Settings tab, select Enable staging

Answer: D

Explanation:
For the Copy data activity, from the Destination tab, setting Table action to Overwrite (B) will ensure that Table1 is replaced with the schema and rows of the external data, meeting the requirements of replacing both the schema and data of the destination table. References = Information about Copy data activity and table actions in Azure Data Factory, which can be applied to data pipelines in Fabric, is available in the Azure Data Factory documentation.

NEW QUESTION # 83
......

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