Valid DP-500 Practice Test Dumps with 100% Passing Guarantee [Mar-2023]
DP-500 PDF Dumps Are Helpful To produce Your Dreams Correct QA's
Get to know about the Objective of Microsoft DP-500 Certification
The objective of Microsoft DP-500 certification is to validate your skills in building data warehouses, implementing a data warehouse solution, developing ETL processes, creating and managing data marts, designing business intelligence solutions and reporting.
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DP-500 exam is intended for:
Business Analysts who want to demonstrate their knowledge of designing and implementing enterprise scale analytics solutions
Database Administrators who are responsible for managing the design, implementation and maintenance of the database environment for an organization
What are the steps to follow for the registration for the Microsoft DP-500 Exam?
You will need to follow these steps:
Go to the Microsoft Learning website and click on “Register Now”.
There are 2 options you can choose from:
Option 1: Register with Prometric Testing Center. This option allows you to take your exam at any Prometric testing center.
Option 2: Register with Pearson VUE Testing Center. This option allows you to take your exam at any Pearson VUE testing center.
If you choose this option then select the nearest testing center that is convenient for you to reach (you can find all available locations by clicking here).
Once you have chosen which test center you would like to use, enter the information needed in order to register for the exam (e.g., name, address, etc.). You may also need to provide a credit card number in order to pay for the registration fee (this depends on your selected test center).
Exam DP-500: Designing and Implementing Enterprise-Scale Analytics Solutions Using Microsoft Azure and Microsoft Power BI
Candidates for this exam should have advanced Power BI skills, including managing data repositories and data processing in the cloud and on-premises, along with using Power Query and Data Analysis Expressions (DAX). They should also be proficient in consuming data from Azure Synapse Analytics and should have experience querying relational databases, analyzing data by using Transact-SQL (T-SQL), and visualizing data.
Passing score: 700. Learn more about exam scores.
Part of the requirements for: Microsoft Certified: Azure Enterprise Data Analyst Associate
NEW QUESTION 10
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 11
You plan to modify a Power Bl dataset.
You open the Impact analysis panel for the dataset and select Notify contacts.
Which contacts will be notified when you use the Notify contacts feature?
- A. all the workspace members of any workspace that uses the dataset
- B. any users that accessed a report that uses the dataset within the last 30 days
- C. the Power Bl admins
- D. the workspace admins of any workspace that uses the dataset
Answer: C
NEW QUESTION 12
Note: This question is part of a scries 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 creating a perspective that contains the commonly used fields.
Does this meet the goal?
- A. No
- B. Yes
Answer: A
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.
NEW QUESTION 13
You have a Power Bl dataset named Dataset1 that uses DirectQuery against an Azure SQL database named
DB1. DB1 is a transactional database in the third normal form.
You need to recommend a solution to minimize how long it takes to execute the query. The solution must
maintain the current functionality. What should you include in the recommendation?
- A. Normalize the tables in DB1.
- B. Create calculated columns in Dataset1.
- C. Denormalize the tables in DB1.
- D. Remove the relationships from Dataset1.
Answer: A
NEW QUESTION 14
You have an Azure Synapse Analytics dataset that contains data about jet engine performance. You need to
score the dataset to identify the likelihood of an engine failure. Which function should you use in the query?
- A. PIVOT
- B. CAST
- C. GROUPING
- D. PREDICT
Answer: A
NEW QUESTION 15
You have a Power Bl workspace named Workspacel that contains five dataflows.
You need to configure Workspacel to store the dataflows in an Azure Data Lake Storage Gen2 account
What should you do first?
- A. Delete the dataflow queries.
- B. Change the Data source settings in the dataflow queries.
- C. Disable load for all dataflow queries.
- D. From the Power Bl Admin portal, enable tenant-level storage.
Answer: B
NEW QUESTION 16
You open a Power Bl Desktop report that contains an imported data model and a single report page.
You open Performance analyzer, start recording, and refresh the visuals on the page. The recording produces the results shown in the following exhibit
What can you identify from the results?
- A. The Actual/Forecast Hours by Type visual takes a long time to render on the report page when the data is cross-filtered.
- B. The Actual/Forecast Billable Hrs YTD visual displays the most data.
- C. When all the visuals refresh simultaneously, the visuals spend most of the time waiting on other processes to finish.
- D. Unoptimized DAX queries cause the page to load slowly.
Answer: C
Explanation:
Most time is spent in the category Other - time required by the visual for preparing queries, waiting for other visuals to complete, or performing other background processing.
Note: Each visual's log information includes the time spent (duration) to complete the following categories of tasks:
DAX query - if a DAX query was required, this is the time between the visual sending the query, and for Analysis Services to return the results.
Visual display - time required for the visual to draw on the screen, including time required to retrieve any web images or geocoding.
Other - time required by the visual for preparing queries, waiting for other visuals to complete, or performing other background processing.
NEW QUESTION 17
You have a Power Bl data model.
You need to refresh the data from the source every 15 minutes.
What should you do first?
- A. Define an incremental refresh policy.
- B. Change the storage mode of the dataset.
- C. Configure a scheduled refresh.
- D. Enable the XMLA endpoint.
Answer: C
Explanation:
To get to the Scheduled refresh screen:
1. In the navigation pane, under Datasets, select More options (...) next to a dataset listed.
2. Select Schedule refresh.
NEW QUESTION 18
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 are using an Azure Synapse Analytics serverless SQL pool to query a collection of Apache Parquet files by using automatic schema inference. The files contain more than 40 million rows of UTF-8-encoded business names, survey names, and participant counts. The database is configured to use the default collation.
The queries use open row set and infer the schema shown in the following table.
You need to recommend changes to the queries to reduce I/O reads and tempdb usage.
Solution: You recommend using openrowset with to explicitly specify the maximum length for businessName and surveyName.
Does this meet the goal?
- A. No
- B. Yes
Answer: A
Explanation:
Instead use Solution: You recommend using OPENROWSET WITH to explicitly define the collation for businessName and surveyName as Latin1_General_100_BIN2_UTF8.
Query Parquet files using serverless SQL pool in Azure Synapse Analytics.
Important
Ensure you are using a UTF-8 database collation (for example Latin1_General_100_BIN2_UTF8) because string values in PARQUET files are encoded using UTF-8 encoding. A mismatch between the text encoding in the PARQUET file and the collation may cause unexpected conversion errors. You can easily change the default collation of the current database using the following T-SQL statement: alter database current collate Latin1_General_100_BIN2_UTF8'.
Note: If you use the Latin1_General_100_BIN2_UTF8 collation you will get an additional performance boost compared to the other collations. The Latin1_General_100_BIN2_UTF8 collation is compatible with parquet string sorting rules. The SQL pool is able to eliminate some parts of the parquet files that will not contain data needed in the queries (file/column-segment pruning). If you use other collations, all data from the parquet files will be loaded into Synapse SQL and the filtering is happening within the SQL process. The Latin1_General_100_BIN2_UTF8 collation has additional performance optimization that works only for parquet and CosmosDB. The downside is that you lose fine-grained comparison rules like case insensitivity.
NEW QUESTION 19
You are using an Azure Synapse Analytics serverless SQL pool to query network traffic logs in the Apache Parquet format. A sample of the data is shown in the following table.
You need to create a Transact-SQL query that will return the source IP address.
Which function should you use in the select statement to retrieve the source IP address?
- A. FIRST VALUE
- B. JS0N_VALUE
- C. CONVERT
- D. FOR.JSON
Answer: B
NEW QUESTION 20
You are building a Power Bl dataset that contains a table named Calendar. Calendar contains the following calculated column.
pfflag = IF('Calendar'[Date] < TOOAYQ, "Past", "Future")
You need to create a measure that will perform a fiscal prior year-to-date calculation that meets the following requirements:
* Returns the fiscal prior year-to-date value for [sales Amount]
* Uses a fiscal year end of June 30
* Produces no result for dates in the future
How should you complete the DAX expression? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/dax/sameperiodlastyear-function-dax
https://docs.microsoft.com/en-us/dax/datesytd-function-dax
NEW QUESTION 21
You are using DAX Studio to query an XMLA endpoint.
You need to identify the duplicate values in a column named Email in a table named Subscription.
How should you complete the DAX expression? To answer, drag the appropriate values to the targets. Each value may be used once, more than once. may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION 22
You need to create the customized Power Bl usage reporting. The Usage Metrics Report dataset has already been created. The solution must minimize development and administrative effort.
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 powerbi.com, create a new report..
2 - Add a report measure
3 - Add visuals to the report
4 - Publish the report to the Sales Analytics workspace
NEW QUESTION 23
You are using Azure Synapse Studio to explore a dataset that contains data about taxi trips.
You need to create a chart that will show the total trip distance according to the number of passengers as
shown in the following exhibit.
How should you configure the chart? To answer, select the appropriate options in the answer area. NOTE:
Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION 24
You have a file named File1.txt that has the following characteristics:
* A header row
* Tab delimited values
* UNIX-style line endings
You need to read File1.txt by using an Azure Synapse Analytics serverless SQL pool.
Which query should you execute?
- A. Option A
- B. Option B
- C. Option C
- D. Option D
Answer: A
Explanation:
Use FIELDTERMINATOR ='\t' for tab.
Use ROWTERMINATOR ='\0x0A ' for UNIX-style line endings
Use FIRSTROW= 2 for a header row
Note: Using Row Terminators
The row terminator can be the same character as the terminator for the last field. Generally, however, a distinct row terminator is useful. For example, to produce tabular output, terminate the last field in each row with the newline character (\n) and all other fields with the tab character (\t).
If you want to output a line feed character only (LF) as the row terminator - as is typical on Unix and Linux computers - use hexadecimal notation to specify the LF row terminator. For example:
bcp -r '0x0A'
FIRSTROW
FIRSTROW =first_row Specifies the number of the first row to load. The default is 1. This indicates the first row in the specified data file. The row numbers are determined by counting the row terminators. FIRSTROW is 1-based.
Reference:
https://docs.microsoft.com/en-us/sql/t-sql/functions/openrowset-transact-sql
NEW QUESTION 25
You are attempting to configure certification for a Power BI dataset and discover that the certification setting for the dataset is unavailable.
What are two possible causes of the issue? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
- A. Row-level security (RLS) is missing from the dataset.
- B. The sensitivity level for the dataset is set to Highly Confidential.
- C. You have insufficient permissions.
- D. Dataset certification is disabled for the Power Bl tenant.
- E. The workspace is in shared capacity.
Answer: C,D
Explanation:
Reference:
https://docs.microsoft.com/en-us/power-bi/collaborate-share/service-endorse-content
NEW QUESTION 26
You need to configure the Sales Analytics workspace to meet the ad hoc reporting requirements.
What should you do?
- A. Grant the sales managers the Build permission for the existing Power Bl datasets.
- B. Grant the sales managers admin access to the existing Power Bl workspace.
- C. Create a PBIT file and distribute the file to the sales managers.
- D. Create a deployment pipeline and grant the sales managers access to the pipeline.
Answer: C
Explanation:
Allow sales managers to perform ad hoc sales reporting with minimal effort Power BI report templates contain the following information from the report from which they were generated:
Report pages, visuals, and other visual elements
The data model definition, including the schema, relationships, measures, and other model definition items All query definitions, such as queries, Query Parameters, and other query elements What is not included in templates is the report's data.
Report templates use the file extension .PBIT (compare to Power BI Desktop reports, which use the .PBIX extension).
Note: With Power BI Desktop, you can create compelling reports that share insights across your entire organization. With Power BI Desktop templates, you can streamline your work by creating a report template, based on an existing template, which you or other users in your organization can use as a starting point for a new report's layout, data model, and queries. Templates in Power BI Desktop help you jump-start and standardize report creation.
NEW QUESTION 27
You are using Azure Synapse Studio to explore a dataset that contains data about taxi trips.
You need to create a chart that will show the total trip distance according to the number of passengers as shown in the following exhibit.
How should you configure the chart? To answer, select the appropriate options in the answer are a. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION 28
You are using Azure Synapse Studio to explore a dataset that contains data about taxi trips.
You need to create a chart that will show the total trip distance according to the number of passengers as shown in the following exhibit.
How should you configure the chart? To answer, select the appropriate options in the answer are a. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION 29
You are using a Python notebook in an Apache Spark pool in Azure Synapse Analytics.
You need to present the data distribution statistics from a DataFrame in a tabular view.
Which method should you invoke on the DataFrame?
- A. explain
- B. freqltems
- C. describe
- D. sample
Answer: C
Explanation:
pandas.DataFrame.describe
Descriptive statistics include those that summarize the central tendency, dispersion and shape of a dataset's distribution, excluding NaN values.
Analyzes both numeric and object series, as well as DataFrame column sets of mixed data types. The output will vary depending on what is provided.
NEW QUESTION 30
You have new security and governance protocols for Power Bl reports and datasets. The new protocols must
meet the following requirements.
* New reports can be embedded only in locations that require authentication.
* Live connections are permitted only for workspaces that use Premium capacity datasets.
Which three actions should you recommend performing in the Power Bl Admin portal? Each correct answer
presents part of the solution. NOTE: Each correct selection is worth one point.
- A. From Embed Codes, delete all the codes.
- B. From the Premium per user settings, set XMLA Endpoint to Off.
- C. From Tenant settings, set Publish to web to Disable.
- D. From Tenant settings, disable Allow XMLA endpoints and Analyze in Excel with on-premises datasets.
- E. From Capacity settings, set XMLA Endpoint to Read Write.
Answer: D
NEW QUESTION 31
You have a Power Bl workspace that contains one dataset and four reports that connect to the dataset. The
dataset uses Import storage mode and contains the following data sources:
* A CSV file in an Azure Storage account
* An Azure Database for PostgreSQL database
You plan to use deployment pipelines to promote the content from development to test to production. There
will be different data source locations for each stage. What should you include in the deployment pipeline to
ensure that the appropriate data source locations are used during each stage?
- A. data source rules
- B. parameter rules
- C. auto-binding across pipelines
- D. selective deployment
Answer: D
NEW QUESTION 32
Note: This question is part of a scries 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 creating a perspective that contains the commonly used fields.
Does this meet the goal?
- A. No
- B. Yes
Answer: A
NEW QUESTION 33
You have a Power Bl report that contains the table shown in the following exhibit.
The table contains conditional formatting that shows which stores are above, near, or below the monthly quota
for returns. You need to ensure that the table is accessible to consumers of reports who have color vision
deficiency. What should you do?
- A. Move the conditional formatting icons to a tooltip report.
- B. Remove the icons and use red, yellow, and green background colors instead.
- C. Change the icons to use a different shape for each color.
- D. Add alt text to explain the information that each color conveys.
Answer: B
NEW QUESTION 34
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:
1 - Create a web data source.
2 - Expand the attributes.
3 - Publish the model.
NEW QUESTION 35
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