Relevant DP-700 Questions, Exam DP-700 Lab Questions

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Microsoft DP-700 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Monitor and optimize an analytics solution30–35%- Optimize performance
  • 1. Optimize Lakehouse and data warehouse performance
    • 2. Optimize Spark and query performance
      • 3. Optimize pipelines and data flows
        • 4. Optimize storage efficiency
          - Monitor analytics solutions
          • 1. Monitor data ingestion and transformation
            • 2. Monitor semantic model refreshes
              • 3. Monitor Fabric items and activities
                • 4. Configure alerts and notifications
                  - Troubleshoot issues
                  • 1. Identify and resolve Dataflow errors
                    • 2. Identify and resolve storage and query errors
                      • 3. Identify and resolve pipeline errors
                        • 4. Identify and resolve notebook and Spark errors
                          Topic 2: Ingest and transform data30–35%- Ingest data
                          • 1. Ingest data using pipelines
                            • 2. Ingest data using Eventstreams
                              • 3. Ingest data using Dataflows Gen2
                                - Transform data
                                • 1. Transform data using KQL
                                  • 2. Transform data using SQL
                                    • 3. Clean, denormalize, and aggregate data
                                      • 4. Transform data using PySpark
                                        - Orchestrate data operations
                                        • 1. Use parameters and dynamic expressions
                                          • 2. Implement schedules and triggers
                                            • 3. Orchestrate with notebooks and pipelines
                                              - Design and implement data loading patterns
                                              • 1. Design streaming data loading patterns
                                                • 2. Prepare data for dimensional models
                                                  • 3. Design full and incremental data loads
                                                    Topic 3: Implement and manage an analytics solution30–35%- Configure workspace settings
                                                    • 1. Configure Spark workspace settings
                                                      • 2. Configure OneLake workspace settings
                                                        • 3. Configure Dataflows Gen2 settings
                                                          • 4. Configure Microsoft Fabric workspace settings
                                                            • 5. Configure domain workspace settings
                                                              - Manage data storage
                                                              • 1. Implement data mirroring
                                                                • 2. Choose appropriate data stores
                                                                  • 3. Create and manage OneLake shortcuts
                                                                    - Manage data lifecycle and governance
                                                                    • 1. Implement data retention and archiving
                                                                      • 2. Manage data access and security
                                                                        • 3. Implement data governance with Microsoft Purview

                                                                          >> Relevant DP-700 Questions <<

                                                                          High-quality Microsoft Relevant DP-700 Questions Offer You The Best Exam Lab Questions | Implementing Data Engineering Solutions Using Microsoft Fabric

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                                                                          Microsoft Implementing Data Engineering Solutions Using Microsoft Fabric Sample Questions (Q10-Q15):

                                                                          NEW QUESTION # 10
                                                                          You have a Fabric workspace that contains a warehouse named Warehouse1.
                                                                          In Warehouse1, you create a table named DimCustomer by running the following statement.

                                                                          You need to set the Customerkey column as a primary key of the DimCustomer table.
                                                                          Which three code segments should you run in sequence? To answer, move the appropriate code segments from the list of code segments to the answer area and arrange them in the correct order.

                                                                          Answer:

                                                                          Explanation:


                                                                          NEW QUESTION # 11
                                                                          You have a Fabric workspace named Workspace1_DEV that contains the following items:
                                                                          You create a deployment pipeline named Pipeline1 to move items from Workspace1_DEV to a new workspace named Workspace1_TEST.
                                                                          You deploy all the items from Workspace1_DEV to Workspace1_TEST.
                                                                          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:


                                                                          NEW QUESTION # 12
                                                                          You have a Fabric workspace that contains a lakehouse named Lakehouse1. Lakehouse1 contains a table named Table 1. You need to ensure that a user named User 1 can view only specific rows in Table1. What should you do first?

                                                                          Answer: A


                                                                          NEW QUESTION # 13
                                                                          HOTSPOT
                                                                          You have a Fabric workspace that contains an eventstream named EventStream1.
                                                                          You discover that an EventStream1 transformation fails.
                                                                          You need to find the following error information:
                                                                          The error details, including the occurrence time
                                                                          The total number of errors
                                                                          What should you use? To answer, select the appropriate options in the answer area.
                                                                          NOTE: Each correct selection is worth one point.

                                                                          Answer:

                                                                          Explanation:

                                                                          Explanation:


                                                                          NEW QUESTION # 14
                                                                          You have a Fabric deployment pipeline that uses three workspaces named Dev, Test, and Prod.
                                                                          You need to deploy an eventhouse as part of the deployment process.
                                                                          What should you use to add the eventhouse to the deployment process?

                                                                          Answer: B

                                                                          Explanation:
                                                                          A deployment pipeline in Fabric is designed to automate the process of deploying assets (such as reports, datasets, eventhouses, and other objects) between environments like Dev, Test, and Prod. Since you need to deploy an eventhouse as part of the deployment process, a deployment pipeline is the appropriate tool to move this asset through the different stages of your environment.


                                                                          NEW QUESTION # 15
                                                                          ......

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