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Microsoft Implementing Analytics Solutions Using Microsoft Fabric Sample Questions:

1. You need to provide Power Bl developers with access to the pipeline. The solution must meet the following requirements:
* Ensure that the developers can deploy items to the workspaces for Development and Test.
* Prevent the developers from deploying items to the workspace for Production.
* Follow the principle of least privilege.
Which three levels of access should you assign to the developers? Each correct answer presents part of the solution. NOTE: Each correct answer is worth one point.

A) Contributor access to the Development and Test workspaces
B) Build permission to the production semantic models
C) Contributor access to the Production workspace
D) Viewer access to the Production workspace
E) Admin access to the deployment pipeline
F) Viewer access to the Development and Test workspaces

2. You have a Fabric tenant that contains a new semantic model in OneLake.
You use a Fabric notebook to read the data into a Spark DataFrame.
You need to evaluate the data to calculate the min, max, mean, and standard deviation values for all the string and numeric columns.
Solution: You use the following PySpark expression:
df .sumary ()
Does this meet the goal?

A) Yes
B) No

3. You have a Fabric tenant that contains a warehouse.
You are designing a star schema model that will contain a customer dimension. The customer dimension table will be a Type 2 slowly changing dimension (SCD).
You need to recommend which columns to add to the table. The columns must NOT already exist in the source.
Which three types of columns should you recommend? Each correct answer presents part of the solution.
NOTE: Each correct answer is worth one point.

A) an effective end date and time
B) a natural key
C) an effective start date and time
D) a surrogate key
E) a foreign key

4. You have a Fabric warehouse that contains a table named Staging.Sales. Staging.Sales contains the following columns.

You need to write a T-SQL query that will return data for the year 2023 that displays ProductID and ProductName arxl has a summarized Amount that is higher than 10,000. Which query should you use?

A)
B)
C)
D)

5. You need to implement the date dimension in the data store. The solution must meet the technical requirements.
What are two ways to achieve the goal? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A) Populate the date dimension view by using T-SQL.
B) Populate the date dimension table by using a Copy activity in a pipeline.
C) Populate the date dimension table by using a dataflow.
D) Populate the date dimension table by using a Stored procedure activity in a pipeline.

Solutions:

Question # 1 Answer: A,D,E

Question # 2 Answer: A

Question # 3 Answer: A,C,D

Question # 4 Answer: C

Question # 5 Answer: C,D