Download Implementing Analytics Solutions Using Microsoft Fabric.DP-600.ExamTopics.2025-08-13.31q.tqb

Vendor: Microsoft
Exam Code: DP-600
Exam Name: Implementing Analytics Solutions Using Microsoft Fabric
Date: Aug 13, 2025
File Size: 2 MB

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Demo Questions

Question 1
You have a Fabric tenant that contains a lakehouse named Lakehouse1. Lakehouse1 contains a subfolder named Subfolder1 that contains CSV files.
You need to convert the CSV files into the delta format that has V-Order optimization enabled.
What should you do from Lakehouse explorer?
  1. Use the Load to Tables feature.
  2. Create a new shortcut in the Files section.
  3. Create a new shortcut in the Tables section.
  4. Use the Optimize feature.
Correct answer: A
Explanation:
A: 31 - MostedD: 3
A: 31 - MostedD: 3
Question 2
You have a Fabric tenant that contains a data pipeline.
You need to ensure that the pipeline runs every four hours on Mondays and Fridays.
To what should you set Repeat for the schedule?
  1. Daily
  2. By the minute
  3. Weekly
  4. Hourly
Correct answer: C
Explanation:
A: 1C: 39 - Mosted
A: 1C: 39 - Mosted
Question 3
You need to create a data loading pattern for a Type 1 slowly changing dimension (SCD).
Which two actions should you include in the process? Each correct answer presents part of the solution.
NOTE: Each correct answer is worth one point.
  1. Update rows when the non-key attributes have changed.
  2. Insert new rows when the natural key exists in the dimension table, and the non-key attribute values have changed.
  3. Update the effective end date of rows when the non-key attribute values have changed.
  4. Insert new records when the natural key is a new value in the table.
Correct answer: AD
Explanation:
AD: 37 - Mosted
AD: 37 - Mosted
Question 4
You have a Fabric tenant that contains a lakehouse named Lakehouse1. Lakehouse1 contains a table named Nyctaxi_raw. Nyctaxi_row contains the following table:
You create a Fabric notebook and attach it to Lakehouse1.
You need to use PySpark code to transform the data. The solution must meet the following requirements:
Add a column named pickupDate that will contain only the date portion of pickupDateTime.
Filter the DataFrame to include only rows where fareAmount is a positive number that is less than 100.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Correct answer: To work with this question, an Exam Simulator is required.
Question 5
You are creating a data flow in Fabric to ingest data from an Azure SQL database by using a T-SQL statement.
You need to ensure that any foldable Power Query transformation steps are processed by the Microsoft SQL Server engine.
How should you complete the code? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Correct answer: To work with this question, an Exam Simulator is required.
Question 6
You have a Fabric tenant that contains a lakehouse named Lakehouse1.
Readings from 100 IoT devices are appended to a Delta table in Lakehouse1. Each set of readings is approximately 25 KB. Approximately 10 GB of data is received daily.
All the table and SparkSession settings are set to the default.
You discover that queries are slow to execute. In addition, the lakehouse storage contains data and log files that are no longer used.
You need to remove the files that are no longer used and combine small files into larger files with a target size of 1 GB per file.
What should you do? To answer, drag the appropriate actions to the correct requirements. Each action may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Correct answer: To work with this question, an Exam Simulator is required.
Question 7
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 Fabric tenant that contains a lakehouse named Lakehouse1. Lakehouse1 contains a Delta table named Customer.
When you query Customer, you discover that the query is slow to execute. You suspect that maintenance was NOT performed on the table.
You need to identify whether maintenance tasks were performed on Customer.
Solution: You run the following Spark SQL statement:
DESCRIBE HISTORY customer -
Does this meet the goal?
  1. Yes
  2. No
Correct answer: A
Explanation:
A: 13 - Mosted
A: 13 - Mosted
Question 8
You have a Fabric workspace named Workspace1 that contains a data flow named Dataflow1 contains a query that returns the data shown in the following exhibit.
You need to transform the data columns into attribute-value pairs, where columns become rows.
You select the VendorID column.
Which transformation should you select from the context menu of the VendorID column?
  1. Group by
  2. Unpivot columns
  3. Unpivot other columns
  4. Split column
  5. Remove other columns
Correct answer: C
Explanation:
C: 16 - Mosted
C: 16 - Mosted
Question 9
You have a Fabric tenant that contains a warehouse.
Several times a day, the performance of all warehouse queries degrades. You suspect that Fabric is throttling the compute used by the warehouse.
What should you use to identify whether throttling is occurring?
  1. the Capacity settings
  2. the Monitoring hub
  3. dynamic management views (DMVs)
  4. the Microsoft Fabric Capacity Metrics app
Correct answer: D
Explanation:
D: 20 - Mosted
D: 20 - Mosted
Question 10
You have a Fabric tenant.
You need to configure OneLake security for users shown in the following table.
The solution must follow the principle of least privilege.
Which permission should you assign to each user? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Correct answer: To work with this question, an Exam Simulator is required.
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