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DP-700: Implementing Data Engineering Solutions Using Microsoft Fabric

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The DP-700 Exam: Also known as Implementing Data Engineering Solutions Using Microsoft Fabric, this exam is crucial for professionals in the field of data engineering. To increase your chances of passing, practicing with real exam questions shared by those who have succeeded can be invaluable. In this guide, we’ll provide you with practice test questions and answers, offering insights directly from candidates who have already passed the exam.

Exam Details:

  • Exam Number: DP-700

  • Exam Name: Implementing Data Engineering Solutions Using Microsoft Fabric

  • Length of Test: 100 to 120 minutes

  • Exam Format: Multiple-choice, multiple-answer, drag-and-drop, and DOMC questions

  • Exam Language: English

  • Number of Questions: 67 questions

  • Passing Score: 700

Why Use DP-700 Practice Test?

  • Real Exam Experience: Our practice tests accurately replicate the format and difficulty of the actual DP-700 exam, providing you with a realistic preparation experience.

  • Identify Knowledge Gaps: Practicing with these tests helps you identify areas where you need more study, allowing you to focus your efforts effectively.

  • Boost Confidence: Regular practice with exam-like questions builds your confidence and reduces test anxiety.

  • Track Your Progress: Monitor your performance over time to see your improvement and adjust your study plan accordingly.

Key Features of DP-700 Practice Test:

  • Up-to-Date Content: Our community ensures that the questions are regularly updated to reflect the latest exam objectives and technology trends.

  • Detailed Explanations: Each question comes with detailed explanations, helping you understand the correct answers and learn from any mistakes.

  • Comprehensive Coverage: The practice tests cover all key topics of the DP-700 exam, including data ingestion, transformation, security, and optimization using Microsoft Fabric.

  • Customizable Practice: Create your own practice sessions based on specific topics or difficulty levels to tailor your study experience to your needs.

Use the member-shared DP-700 Practice Tests to ensure you're fully prepared for your certification exam. Start practicing today and take a significant step towards achieving your certification goals!

Related questions

You have a Fabric F32 capacity that contains a workspace. The workspace contains a warehouse named DW1 that is modelled by using MD5 hash surrogate keys.

DW1 contains a single fact table that has grown from 200million rows to 500million rows during the past year.

You have Microsoft Power BI reports that are based on Direct Lake. The reports show year-over-year values.

Users report that the performance of some of the reports has degraded over time and some visuals show errors.

You need to resolve the performance issues. The solution must meet the following requirements:

Provide the best query performance.

Minimize operational costs.

Which should you do?

Change the MD5 hash to SHA256.

Change the MD5 hash to SHA256.

Increase the capacity. C Enable V-Order

Increase the capacity. C Enable V-Order

Modify the surrogate keys to use a different data type.

Modify the surrogate keys to use a different data type.

Most voted
(1)
Most voted

Create views.

Create views.

Suggested answer: D
Explanation:

In this case, the key issue causing performance degradation likely stems from the use of MD5 hash surrogate keys. MD5 hashes are 128-bit values, which can be inefficient for large datasets like the 500 million rows in your fact table. Using a more efficient data type for surrogate keys (such as integer or bigint) would reduce the storage and processing overhead, leading to better query performance. This approach will improve performance while minimizing operational costs because it reduces the complexity of querying and indexing, as smaller data types are generally faster and more efficient to process.

asked 04/04/2025
Krzychu Kn
52 questions

You have a Fabric workspace named Workspace1 that contains a warehouse named Warehouse1.

You plan to deploy Warehouse1 to a new workspace named Workspace2.

As part of the deployment process, you need to verify whether Warehouse1 contains invalid references. The solution must minimize development effort.

What should you use?

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HOTSPOT

You have three users named User1, User2, and User3.

You have the Fabric workspaces shown in the following table.

Microsoft DP-700 image Question 34 63879391759575684747056

You have a security group named Group1 that contains User1 and User3.

The Fabric admin creates the domains shown in the following table.

Microsoft DP-700 image Question 34 63879391759575684747056

User1 creates a new workspace named Workspace3.

You add Group1 to the default domain of Domain1.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.


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You are developing a data pipeline named Pipeline1.

You need to add a Copy data activity that will copy data from a Snowflake data source to a Fabric warehouse. Which option from the Settings tab of the Copy data activity must you configure?

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You have a Fabric workspace named Workspace1.

You plan to configure Git integration for Workspacel by using an Azure DevOps Git repository. An Azure DevOps admin creates the required artifacts to support the integration of Workspacel Which details do you require to perform the integration?

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You have a Fabric warehouse named DW1 that contains a Type 2 slowly changing dimension (SCD) dimension table named DimCustomer. DimCustomer contains 100 columns and 20 million rows. The columns are of various data types, including int, varchar, date, and varbinary.

You need to identify incoming changes to the table and update the records when there is a change. The solution must minimize resource consumption.

What should you use to identify changes to attributes?

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You have an Azure SQL database named DB1.

In a Fabric workspace, you deploy an eventstream named EventStreamDBI to stream record changes from DB1 into a lakehouse.

You discover that events are NOT being propagated to EventStreamDBI.

You need to ensure that the events are propagated to EventStreamDBI.

What should you do?

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HOTSPOT

You need to recommend a Fabric streaming solution that will use the sources shown in the following table.

Microsoft DP-700 image Question 96 63879391759903801582606

The solution must minimize development effort.

What should you include in the recommendation for each source? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.


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You are building a Fabric notebook named MasterNotebookl in a workspace. MasterNotebookl contains the following code.

Microsoft DP-700 image Question 95 63879391759888176846726

You need to ensure that the notebooks are executed in the following sequence:

1. Notebook_03

2. Notebook.Ol

3. Notebook_02

Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

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You have a Fabric workspace that contains a data pipeline named Pipeline! as shown in the exhibit.

Microsoft DP-700 image Question 94 63879391759872551963088

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