Master 2023 Latest The Questions Azure Enterprise Data Analyst Associate and Pass DP-500 Real Exam!
Penetration testers simulate DP-500 exam PDF
The DP-500 exam is intended for professionals with experience in implementing solutions that use Azure services and Power BI. DP-500 exam targets data professionals, data architects, and business intelligence professionals who want to demonstrate their expertise in designing and implementing enterprise-scale analytics solutions. Passing the DP-500 exam validates the candidate's skills in implementing secure, scalable, and reliable solutions using Azure services and Power BI. Furthermore, it demonstrates the candidate's ability to design and implement solutions that meet the business requirements of their organizations.
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NEW QUESTION # 26
You need to recommend a solution to ensure that sensitivity labels are applied. The solution must minimize administrative effort.
Which three actions should you include in the recommendation? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
- A. From the Power Bl Admin portal, set Apply sensitivity labels from data sources to their data in Power Bl to Enabled.
- B. In SQLDW. apply sensitivity labels to the columns in the Customer and CustomersWithProductScore tables.
- C. From the Power Bl Admin portal, set Allow users to apply sensitivity labels for Power Bl content to Enabled.
- D. In the Power Bl datasets, apply sensitivity labels to the columns in the Customer and CustomersWithProductScore tables.
- E. From the Power Bl Admin portal, set Make certified content discoverable to Enabled.
Answer: C,D,E
Explanation:
A Synapse Analytics dedicated SQL pool is named SQLDW.
Customer contact data in SQLDW and the Power BI dataset must be labeled as Sensitive. Records must be kept of any users that use the sensitive data.
A (not B): Enable sensitivity labels
Sensitivity labels must be enabled on the tenant before they can be used in both the service and in Desktop.
To enable sensitivity labels on the tenant, go to the Power BI Admin portal, open the Tenant settings pane, and find the Information protection section.
In the Information Protection section, perform the following steps:
Open Allow users to apply sensitivity labels for Power BI content.
Enable the toggle.
D (not C): When data protection is enabled on your tenant, sensitivity labels appear in the sensitivity column in the list view of dashboards, reports, datasets, and dataflows.
E: Power BI Tenant Discovery Setting include Make certified content discoverable.
Reference:
https://docs.microsoft.com/en-us/power-bi/enterprise/service-security-apply-data-sensitivity-labels
https://support.nhs.net/knowledge-base/power-bi-guidance/
NEW QUESTION # 27
You need to integrate the external data source to support the planned changes.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
Explanation
NEW QUESTION # 28
You have a Power Bl dataset that contains two tables named Table1 and Table2. The dataset is used by one report.
You need to prevent project managers from accessing the data in two columns in Table1 named Budget and Forecast.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
1 - From Power BI Desktop, create a role named Project Managers.
2 - Open Tabular Editor
3 - From Power BI Desktop, add a DAX filter to the Project Managers role.
4 - For Table1, the Budget and Forecast columns, set the permissions to None.
NEW QUESTION # 29
You have an Azure subscription that contains an Azure Synapse Analytics workspace. You create an Azure Data Lake Storage Gen2 account and upload a CSV file named Filel.csv. You need to use Synapse Studio to query the data in Filel.csv by using a serverless SQL pool. Which Transact-SQL operator should you include in the query?
- A. OPENOUERY
- B. OPEMDATASOURCE
- C. STRIMO_SPLIT
- D. OPCNROWSET
Answer: D
NEW QUESTION # 30
You are implementing a reporting solution that has the following requirements:
* Reports for external customers must support 500 concurrent requests. The data for these reports is approximately 7 GB and is stored in Azure Synapse Analytics.
* Reports for the security team use data that must have local security rules applied at the database level to restrict access. The data being reviewed is 2 GB.
Which storage mode provides the best response time for each group of users?
- A. Import for the external customers and import for the security team.
- B. DirectQuery for the external customers and DirectQuery for the security team.
- C. Import for the external customers and DirectQuery for the security team.
- D. DirectQuery for the external customers and import for the security team.
Answer: D
Explanation:
Explanation
With DirectQuery, queries are sent back to your Azure Synapse Analytics in real time as you explore the data.
Real-time queries, combined with the scale of Synapse Analytics enables users to create dynamic reports in minutes against terabytes of data.
Need import for the security team for local security rules.
Reference:
https://docs.microsoft.com/en-us/power-bi/connect-data/service-azure-sql-data-warehouse-with-direct-connect
NEW QUESTION # 31
The enterprise analytics team needs to create a view for the survey response dat a. The solution must meet the technical requirements.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 32
You are building a Power Bl dataset that will use two data sources.
The dataset has a query that uses a web data source. The web data source uses anonymous authentication.
You need to ensure that the query can be used by all the other queries in the dataset.
Which privacy level should you select for the data source?
- A. Private
- B. None
- C. Public
- D. Organizational
Answer: C
Explanation:
Explanation
A Public data source gives everyone visibility to the data contained in the data source. Only files, internet data sources, or workbook data can be marked Public. Data from a Public data source may be freely folded to other sources.
Reference: https://docs.microsoft.com/en-us/power-bi/enterprise/desktop-privacy-levels
NEW QUESTION # 33
You have a dataset that contains a table named UserPermissions. UserPermissions contains the following data.
You plan to create a security role named User Security for the dataset. You need to filter the dataset based on the current users. What should you include in the DAX expression?
- A. [UserPermissions] - USERPRINCIPALNAME()
- B. [User] = USERPRINCIPALNAME()
- C. [User] = USERNAME()
- D. [User] = USEROBJECTID()
- E. [UserPermissions] - USERNAME()
Answer: C
Explanation:
Explanation
USERNAME() returns the domain name and username from the credentials given to the system at connection time.
It should be compared to column name of User, which in DAX is expressed through [User].
Reference: https://docs.microsoft.com/en-us/dax/username-function-dax
NEW QUESTION # 34
You have five Power Bl reports that contain R script data sources and R visuals.
You need to publish the reports to the Power Bl service and configure a daily refresh of datasets.
What should you include in the solution?
- A. a workspace that connects to an Azure Data Lake Storage Gen2 account
- B. an on-premises data gateway (personal mode)
- C. a Power Bl Embedded capacity
- D. an on-premises data gateway (standard mode)
Answer: B
NEW QUESTION # 35
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have a Power Bl dataset named Dataset1.
In Dataset1, you currently have 50 measures that use the same time intelligence logic.
You need to reduce the number of measures, while maintaining the current functionality.
Solution: From Power Bl Desktop, you create a hierarchy.
Does this meet the goal?
- A. Yes
- B. No
Answer: B
Explanation:
Explanation
Instead use the solution: From DAX Studio, you write a query that uses grouping sets.
A grouping is a set of discrete values that are used to group measure fields.
Note: A hierarchy is an ordered set of values that are linked to the level above. An example of a hierarchy could be Country, State, and City. Cities are in a State, and States make up a Country. In Power BI visuals can handle hierarchy data and provide controls for the user to navigate up and down the hierarchy.
Reference: https://docs.microsoft.com/en-us/power-bi/developer/visuals/capabilities
https://powerbi.tips/2018/09/how-to-navigate-hierarchies/
NEW QUESTION # 36
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have a Power Bl dataset named Dataset1.
In Dataset1, you currently have 50 measures that use the same time intelligence logic.
You need to reduce the number of measures, while maintaining the current functionality.
Solution: From Power Bl Desktop, you create a hierarchy.
Does this meet the goal?
- A. Yes
- B. No
Answer: B
Explanation:
Instead use the solution: From DAX Studio, you write a query that uses grouping sets.
A grouping is a set of discrete values that are used to group measure fields.
Note: A hierarchy is an ordered set of values that are linked to the level above. An example of a hierarchy could be Country, State, and City. Cities are in a State, and States make up a Country. In Power BI visuals can handle hierarchy data and provide controls for the user to navigate up and down the hierarchy.
Reference:
https://powerbi.tips/2018/09/how-to-navigate-hierarchies/
NEW QUESTION # 37
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have the Power Bl data model shown in the exhibit. (Click the Exhibit tab.)
Users indicate that when they build reports from the data model, the reports take a long time to load.
You need to recommend a solution to reduce the load times of the reports.
Solution: You recommend normalizing the data model.
Does this meet the goal?
- A. Yes
- B. No
Answer: B
Explanation:
Explanation
Instead denormalize For Performance.
Even though it might mean storing a bit of redundant data, schema denormalization can sometimes provide better query performance. The only question then becomes is the extra space used worth the performance benefit.
Reference: https://www.mssqltips.com/sqlservertutorial/3211/denormalize-for-performance/
NEW QUESTION # 38
You develop a solution that uses a Power Bl Premium capacity. The capacity contains a dataset that is expected to consume 50 GB of memory.
Which two actions should you perform to ensure that you can publish the model successfully to the Power Bl service? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
- A. Publish an initial dataset that is less than 10 GB.
- B. Restart the capacity.
- C. Publish the complete dataset.
- D. Invoke a refresh to load historical data based on the incremental refresh policy.
- E. Increase the Max Offline Dataset Size setting.
Answer: C,D
Explanation:
Enable large datasets
Steps here describe enabling large datasets for a new model published to the service. For existing datasets, only step 3 is necessary.
Create a model in Power BI Desktop. If your dataset will become larger and progressively consume more memory, be sure to configure Incremental refresh.
Publish the model as a dataset to the service.
In the service > dataset > Settings, expand Large dataset storage format, set the slider to On, and then select Apply.
Enable large dataset slider
Invoke a refresh to load historical data based on the incremental refresh policy. The first refresh could take a while to load the history. Subsequent refreshes should be faster, depending on your incremental refresh policy.
NEW QUESTION # 39
You plan to generate a line chart to visualize and compare the last six months of sales data for two
departments. You need to increase the accessibility of the visual. What should you do?
- A. Move important information to a tooltip.
- B. Configure a distinct color for each series.
- C. Configure a unique marker for each series.
- D. Replace long text with abbreviations and acronyms.
Answer: C
NEW QUESTION # 40
You are configuring an aggregation table as shown in the following exhibit.
The detail table is named FactSales and the aggregation table is named FactSales(Agg).
You need to aggregate SalesAmount for each store.
Which type of summarization should you use for SalesAmount and StoreKey? To answer, select the appropriate options in the answer area, NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 41
You have an Azure Synapse notebook.
You need to create the visual shown in the following exhibit.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.suptitle.html#matplotlib.pyplot.suptitle
NEW QUESTION # 42
You need to implement object-level security (OLS) in the Power Bl dataset for the sales associates.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
1 - From Power BI Desktop, create a role for the sales associates.
2 - From Tabular Editor, set Object Level Security to None for the Customer[Email]...
3 - From Power BI Desktop, publish the dataset to the Sales Analytics workspace.
NEW QUESTION # 43
......
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