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Question 1
You have a Microsoft Power BI semantic model. You need to identify any surrogate key columns in the model that have the Summarize By property set to a value other than to None. The solution must minimize effort. What should you use?
A. Performance Analyzer in Power BI Desktop
B. Model explorer in Microsoft Power BI Desktop
C. Model view in Microsoft Power BI Desktop
D. DAX Formatter in DAX Studio
Show Answer
Correct Answer:
B. Model explorer in Microsoft Power BI Desktop
Question 2
You have a Fabric warehouse that contains a table named Table1. Table1 contains three columns named SalesAmount, ProductCategory, and TransactionDate. You need to create a Microsoft Power BI query that will calculate the total sales amount of each product category for transactions that occurred during the last quarter. Which two actions should you perform in the visual query editor? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
A. For the TransactionDate column, select Remove duplicates
B. For the TransactionDate column, select Keep top rows and set Number of rows to 90
C. For the TransactionDate column, select Filter rows and set the value to last quarter
D. For the ProductCategory column, select Group by and sum the SalesAmount column
E. For the SalesAmount column, select Transformation number column - Standard, select Add, and then set the value to 90
Show Answer
Correct Answer:
C. For the TransactionDate column, select Filter rows and set the value to last quarter
D. For the ProductCategory column, select Group by and sum the SalesAmount column
Question 3
You have a Fabric workspace named Workspace1 and an Azure SQL database. You plan to create a dataflow that will read data from the database, and then transform the data by performing an inner join. You need to ignore spaces in the values when performing the inner join. The solution must minimize development effort. What should you do?
A. Append the queries by using fuzzy matching
B. Merge the queries by using fuzzy matching
C. Append the queries by using a lookup table
D. Merge the queries by using a lookup table
Show Answer
Correct Answer:
B. Merge the queries by using fuzzy matching
Question 4
You have a Fabric tenant that contains a Microsoft Power BI report. You are exploring a new semantic model. You need to display the following column statistics: • Count • Average • Null count • Distinct count • Standard deviation Which Power Query function should you run?
A. Table.schema
B. Table.view
C. Table.FuzzyGroup
D. Table.Profile
Show Answer
Correct Answer:
D. Table.Profile
Question 5
You have a Fabric tenant that contains a workspace named Workspace1 and a user named User1. Workspace1 contains a warehouse named DW1. You share DW1 with User1 and assign User1 the default permissions for DW1. What can User1 do?
A. Build reports by using the default dataset
B. Read data from the tables in DW1
C. Connect to DW1 via the Azure SQL Analytics endpoint
D. Read the underlying Parquet files from OneLake
Show Answer
Correct Answer:
C. Connect to DW1 via the Azure SQL Analytics endpoint
Question 6
You have a Fabric tenant that contains 30 CSV files in OneLake. The files are updated daily. You create a Microsoft Power BI semantic model named Model1 that uses the CSV files as a data source. You configure incremental refresh for Model1 and publish the model to an F64 capacity in the Fabric tenant. When you initiate a refresh of Model1, the refresh fails after running out of resources. What is a possible cause of the failure?
A. XMLA Endpoint is set to Read Only
B. Query folding is occurring
C. The data type of the column used to partition the data has changed
D. Only refresh complete days is selected
E. Query folding is NOT occurring
Show Answer
Correct Answer:
C. The data type of the column used to partition the data has changed
Question 7
You have a Fabric tenant that contains a complex semantic model. The model is based on a star schema and contains many tables, including a fact table named Sales. You need to create a diagram of the model. The diagram must contain only the Sales table and related tables. What should you use from Microsoft Power BI Desktop?
A. data categories
B. Data view
C. Model view
D. DAX query view
Show Answer
Correct Answer:
C. Model view
Question 8
You have a Fabric tenant that contains a workspace named Workspace1. Workspace1 uses Pro license mode and contains a semantic model named Model1. You need to ensure that Model1 supports XMLA connections. Which setting should modify?
A. Users can edit data models in the Power BI service
B. Enforce strict access control for all data connection types
C. Enable Cache for Shortcuts
D. License mode
Show Answer
Correct Answer:
D. License mode
Question 9
You have a Fabric tenant. You are creating an Azure Data Factory pipeline. You have a stored procedure that returns the number of active customers and their average sales for the current month. You need to add an activity that will execute the stored procedure in a warehouse. The returned values must be available to the downstream activities of the pipeline. Which type of activity should you add?
A. Switch
B. Copy data
C. Append variable
D. Lookup
Show Answer
Correct Answer:
D. Lookup
Question 10
You have a Fabric tenant. You are creating a Fabric Data Factory pipeline. You have a stored procedure that returns the number of active customers and their average sales for the current month. You need to add an activity that will execute the stored procedure in a warehouse. The returned values must be available to the downstream activities of the pipeline. Which type of activity should you add?
A. Get metadata
B. Switch
C. Lookup
D. Append variable
Show Answer
Correct Answer:
C. Lookup
Question 11
You have a Fabric tenant. You are creating a Fabric Data Factory pipeline. You have a stored procedure that returns the number of active customers and their average sales for the current month. You need to add an activity that will execute the stored procedure in a warehouse. The returned values must be available to the downstream activities of the pipeline. Which type of activity should you add?
A. Switch
B. KQL
C. Append variable
D. Lookup
Show Answer
Correct Answer:
D. Lookup
Question 12
You have a Fabric tenant that contains a lakehouse named LH1. You create new tables in LH1. You need to ensure that the tables are added automatically to the default semantic model. What should you do?
A. Disable Query Caching for the default semantic model
B. From the settings pane of LH1, enable Sync the default Power BI semantic model
C. Enable Refresh for the default semantic model
D. From the Endorsement and discovery settings of LH1, select Make discoverable
Show Answer
Correct Answer:
B. From the settings pane of LH1, enable Sync the default Power BI semantic model
Question 13
You have source data in a folder on a local computer. You need to create a solution that will use Fabric to populate a data store. The solution must meet the following requirements: Support the use of dataflows to load and append data to the data store. Ensure that Delta tables are V-Order optimized and compacted automatically. Which type of data store should you use?
A. a lakehouse
B. an Azure SQL database
C. a warehouse
D. a KQL database
Show Answer
Correct Answer:
A. a lakehouse
Question 14
You have a Fabric tenant that contains a workspace named Workspace1. Workspace1 is assigned to a Fabric capacity. You need to recommend a solution to provide users with the ability to create and publish custom Direct Lake semantic models by using external tools. The solution must follow the principle of least privilege. Which three actions in the Fabric Admin portal should you include in the recommendation? Each correct answer presents part of the solution. NOTE: Each correct answer is worth one point.
A. From the Tenant settings, set Allow XMLA Endpoints and Analyze in Excel with on-premises datasets to Enabled
B. From the Tenant settings, set Allow Azure Active Directory guest users to access Microsoft Fabric to Enabled
C. From the Tenant settings, select Users can edit data model in the Power BI service
D. From the Capacity settings, set XMLA Endpoint to Read Write
E. From the Tenant settings, set Users can create Fabric items to Enabled
F. From the Tenant settings, enable Publish to Web
Show Answer
Correct Answer:
A. From the Tenant settings, set Allow XMLA Endpoints and Analyze in Excel with on-premises datasets to Enabled
D. From the Capacity settings, set XMLA Endpoint to Read Write
E. From the Tenant settings, set Users can create Fabric items to Enabled
Question 15
You have a Fabric tenant that contains a warehouse. You use a dataflow to load a new dataset from OneLake to the warehouse. You need to add a PowerQuery step to identify the maximum values for the numeric columns. Which function should you include in the step?
A. Table.MaxN
B. Table.Max
C. Table.Range
D. Table.Profile
Show Answer
Correct Answer:
D. Table.Profile
Question 16
You have a Fabric tenant that contains customer churn data stored as Parquet files in OneLake. The data contains details about customer demographics and product usage. You create a Fabric notebook to read the data into a Spark DataFrame. You then create column charts in the notebook that show the distribution of retained customers as compared to lost customers based on geography, the number of products purchased, age, and customer tenure. Which type of analytics are you performing?
A. diagnostic
B. descriptive
C. prescriptive
D. predictive
Show Answer
Correct Answer:
B. descriptive
Question 17
You have a Fabric tenant that contains a workspace named Workspace1 and a user named User1. User1 is assigned the Contributor role for Workspace1. You plan to configure Workspace1 to use an Azure DevOps repository for version control. You need to ensure that User1 can commit items to the repository. Which two settings should you enable for User1? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
A. Users can sync workspace items with GitHub repositories
B. Users can create and use Data workflows
C. Users can create Fabric items
D. Users can synchronize workspace items with their Git repositories
Show Answer
Correct Answer:
C. Users can create Fabric items
D. Users can synchronize workspace items with their Git repositories
Question 18
You have a Fabric tenant that uses a Microsoft Power BI Premium capacity. You need to enable scale-out for a semantic model. What should you do first?
A. At the semantic model level, set Large dataset storage format to Off
B. At the tenant level, set Create and use Metrics to Enabled
C. At the semantic model level, set Large dataset storage format to On
D. At the tenant level, set Data Activator to Enabled
Show Answer
Correct Answer:
C. At the semantic model level, set Large dataset storage format to On
Question 19
You have a Fabric tenant that contains two workspaces named Workspace1 and Workspace2. Workspace1 contains a lakehouse named Lakehouse1. Workspace2 contains a lakehouse named Lakehouse2. Lakehouse1 contains a table named dbo.Sales. Lakehouse2 contains a table named dbo.Customers. You need to ensure that you can write queries that reference both dbo.Sales and dbo.Customers in the same SQL query without making additional copies of the tables. What should you use?
A. a shortcut
B. a dataflow
C. a view
D. a managed table
Show Answer
Correct Answer:
A. a shortcut
Question 20
You have a Microsoft Power BI project that contains a semantic model. You plan to use Azure DevOps for version control. You need to modify the .gitignore file to prevent the data values from the data sources from being pushed to the repository. Which file should you reference?
A. unappliedChanges.json
B. cache.abf
C. localSettings.json
D. model.bim
Show Answer
Correct Answer:
B. cache.abf
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