Updated and Error-free Microsoft DP-700 Exam Practice Test Questions​

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The Implementing Data Engineering Solutions Using Microsoft Fabric exam questions are very similar to actual Implementing Data Engineering Solutions Using Microsoft Fabric DP-700 Exam Questions. So it creates a real DP-700 exam scenario for trustworthy users. As it is a Browser-Based Implementing Data Engineering Solutions Using Microsoft Fabric DP-700 practice exam so there is no need for any installation. The Web-Based Implementing Data Engineering Solutions Using Microsoft Fabric practice exam is supported by all major browsers like Chrome, IE, Firefox, Opera, and Safari. Furthermore, no special plugins are required to start your journey toward a bright career.

Microsoft DP-700 Exam Syllabus Topics:

SectionObjectives
Topic 1: Design and implement data ingestion solutions- Integrate external data sources
  • 1. Connect to Azure data services
    • 2. Connect to on-premises and SaaS sources
      - Ingest batch and streaming data into Microsoft Fabric
      • 1. Use Dataflows Gen2 for ingestion
        • 2. Ingest streaming data using Real-Time Analytics
          • 3. Use Pipelines for data movement
            Topic 2: Secure and govern data in Microsoft Fabric- Implement data security
            • 1. Row-level security and column-level security
              • 2. Workspace and item-level permissions
                - Data governance and compliance
                • 1. Microsoft Purview integration
                  • 2. Data lineage and cataloging
                    Topic 3: Manage and monitor data solutions- Optimize performance and reliability
                    • 1. Spark job optimization
                      • 2. Capacity and workload management in Fabric
                        - Monitor pipelines and workloads
                        • 1. Configure alerts and logging
                          • 2. Monitor data pipeline runs
                            Topic 4: Develop data transformation solutions- Transform data using Spark in Fabric
                            • 1. Notebooks in Microsoft Fabric
                              • 2. PySpark data processing
                                - Data modeling and lakehouse transformation
                                • 1. Medallion architecture (Bronze/Silver/Gold)
                                  • 2. Delta Lake optimization

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                                    To practice for a Implementing Data Engineering Solutions Using Microsoft Fabric in the software (free test), you should perform a self-assessment. The Microsoft DP-700 practice test software keeps track of each previous attempt and highlights the improvements with each attempt. The Microsoft DP-700 Mock Exam setup can be configured to a particular style & arrive at unique questions.

                                    Microsoft Implementing Data Engineering Solutions Using Microsoft Fabric Sample Questions (Q120-Q125):

                                    NEW QUESTION # 120
                                    HOTSPOT
                                    You need to troubleshoot the ad-hoc query issue.
                                    How should you complete the statement? To answer, select the appropriate options in the answer area.
                                    NOTE: Each correct selection is worth one point.

                                    Answer:

                                    Explanation:

                                    Explanation:
                                    A screenshot of a computer Description automatically generated

                                    SELECT last_run_start_time, last_run_command: These fields will help identify the execution details of the long-running queries.
                                    FROM queryinsights.long_running_queries: The correct solution is to check the long-running queries using the queryinsights.long_running_queries view, which provides insights into queries that take longer than expected to execute.
                                    WHERE last_run_total_elapsed_time_ms > 7200000: This condition filters queries that took more than 2 hours to complete (7200000 milliseconds), which is relevant to the issue described.
                                    AND number_of_failed_runs > 1: This condition is key for identifying queries that have failed more than once, helping to isolate the problematic queries that cause failures and need attention.


                                    NEW QUESTION # 121
                                    HOTSPOT
                                    You are building a data loading pattern for Fabric notebook workloads.
                                    You have the following code segment:

                                    For each of the following statements, select Yes if the statement is true. Otherwise, select No.
                                    NOTE: Each correct selection is worth one point.

                                    Answer:

                                    Explanation:

                                    Explanation:


                                    NEW QUESTION # 122
                                    You have a Fabric workspace named Workspace1.
                                    You plan to configure Git integration for Workspace1 by using an Azure DevOps Git repository. An Azure DevOps admin creates the required artifacts to support the integration of Workspace1 Which details do you require to perform the integration?

                                    Answer: B


                                    NEW QUESTION # 123
                                    You have a Fabric workspace named Workspace1 that contains an Apache Spark job definition named Job1.
                                    You have an Azure SQL database named Source1 that has public internet access disabled.
                                    You need to ensure that Job1 can access the data in Source1.
                                    What should you create?

                                    Answer: A

                                    Explanation:
                                    To allow Job1 in Workspace1 to access an Azure SQL database (Source1) with public internet access disabled, you need to create a managed private endpoint. A managed private endpoint is a secure, private connection that enables services like Fabric (or other Azure services) to access resources such as databases, storage accounts, or other services within a virtual network (VNet) without requiring public internet access. This approach maintains the security and integrity of your data while enabling access to the Azure SQL database.


                                    NEW QUESTION # 124
                                    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 KQL database that contains two tables named Stream and Reference. Stream contains streaming data in the following format.

                                    Reference contains reference data in the following format.

                                    Both tables contain millions of rows.
                                    You have the following KQL queryset.

                                    You need to reduce how long it takes to run the KQL queryset.
                                    Solution: You change project to extend.
                                    Does this meet the goal?

                                    Answer: B

                                    Explanation:
                                    Using extend retains all columns in the table, potentially increasing the size of the output unnecessarily.
                                    project is more efficient because it selects only the required columns.


                                    NEW QUESTION # 125
                                    ......

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