DP-700 Test Dumps Pdf - DP-700 Exam Dumps

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Microsoft DP-700 Exam Syllabus Topics:

SectionObjectives
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
          Secure and govern data in Microsoft Fabric- Implement data security
          • 1. Workspace and item-level permissions
            • 2. Row-level security and column-level security
              - Data governance and compliance
              • 1. Microsoft Purview integration
                • 2. Data lineage and cataloging
                  Develop data transformation solutions- Transform data using Spark in Fabric
                  • 1. PySpark data processing
                    • 2. Notebooks in Microsoft Fabric
                      - Data modeling and lakehouse transformation
                      • 1. Medallion architecture (Bronze/Silver/Gold)
                        • 2. Delta Lake optimization
                          Design and implement data ingestion solutions- Ingest batch and streaming data into Microsoft Fabric
                          • 1. Use Pipelines for data movement
                            • 2. Ingest streaming data using Real-Time Analytics
                              • 3. Use Dataflows Gen2 for ingestion
                                - Integrate external data sources
                                • 1. Connect to on-premises and SaaS sources
                                  • 2. Connect to Azure data services

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                                    Microsoft Implementing Data Engineering Solutions Using Microsoft Fabric Sample Questions (Q28-Q33):

                                    NEW QUESTION # 28
                                    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:


                                    NEW QUESTION # 29
                                    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 # 30
                                    You need to develop an orchestration solution in fabric that will load each item one after the other. The solution must be scheduled to run every 15 minutes. Which type of item should you use?

                                    Answer: B


                                    NEW QUESTION # 31
                                    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 eventstream that loads data into a table named Bike_Location in a KQL database. The table contains the following columns:
                                    BikepointID
                                    Street
                                    Neighbourhood
                                    No_Bikes
                                    No_Empty_Docks
                                    Timestamp
                                    You need to apply transformation and filter logic to prepare the data for consumption. The solution must return data for a neighbourhood named Sands End when No_Bikes is at least 15. The results must be ordered by No_Bikes in ascending order.
                                    Solution: You use the following code segment:

                                    Does this meet the goal?

                                    Answer: A

                                    Explanation:
                                    This code does not meet the goal because it uses sort by without specifying the order, which defaults to ascending, but explicitly mentioning asc improves clarity.
                                    Correct code should look like:


                                    NEW QUESTION # 32
                                    You have a Fabric workspace that contains a semantic model named Model1.
                                    You need to dynamically execute and monitor the refresh progress of Model1.
                                    What should you use?

                                    Answer: A

                                    Explanation:
                                    Semantic models in Microsoft Fabric are part of Power BI datasets and require refreshes to stay updated with the latest data.
                                    Dynamically executing and monitoring the refresh progress requires a tool or approach that integrates with Fabric's capabilities for semantic models.


                                    NEW QUESTION # 33
                                    ......

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