DP-700 VALID TEST LABS - NEW DP-700 EXAM DUMPS

DP-700 Valid Test Labs - New DP-700 Exam Dumps

DP-700 Valid Test Labs - New DP-700 Exam Dumps

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Tags: DP-700 Valid Test Labs, New DP-700 Exam Dumps, DP-700 Regualer Update, DP-700 Exam Actual Questions, DP-700 Dump

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Microsoft DP-700 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Monitor and optimize an analytics solution: This section of the exam measures the skills of Data Analysts in monitoring various components of analytics solutions in Microsoft Fabric. It focuses on tracking data ingestion, transformation processes, and semantic model refreshes while configuring alerts for error resolution. One skill to be measured is identifying performance bottlenecks in analytics workflows.
Topic 2
  • Ingest and transform data: This section of the exam measures the skills of Data Engineers that cover designing and implementing data loading patterns. It emphasizes preparing data for loading into dimensional models, handling batch and streaming data ingestion, and transforming data using various methods. A skill to be measured is applying appropriate transformation techniques to ensure data quality.
Topic 3
  • Implement and manage an analytics solution: This section of the exam measures the skills of Microsoft Data Analysts regarding configuring various workspace settings in Microsoft Fabric. It focuses on setting up Microsoft Fabric workspaces, including Spark and domain workspace configurations, as well as implementing lifecycle management and version control. One skill to be measured is creating deployment pipelines for analytics solutions.

>> DP-700 Valid Test Labs <<

100% Pass Microsoft Fantastic DP-700 - Implementing Data Engineering Solutions Using Microsoft Fabric Valid Test Labs

One of the most effective strategies to prepare for the Implementing Data Engineering Solutions Using Microsoft Fabric (DP-700) exam successfully is to prepare with actual Microsoft DP-700 exam questions. It would be difficult for the candidates to pass the DP-700 exam on the first try if the DP-700 study materials they use are not updated. Studying with invalid DP-700 practice material results in a waste of time and money. Therefore, updated Microsoft DP-700 practice questions are essential for the preparation of the DP-700 exam.

Microsoft Implementing Data Engineering Solutions Using Microsoft Fabric Sample Questions (Q58-Q63):

NEW QUESTION # 58
You need to ensure that the data analysts can access the gold layer lakehouse.
What should you do?

  • A. Share the lakehouse with the DataAnalysts group and grant the Read all SQL Endpoint data permission.
  • B. Add the DataAnalyst group to the Viewer role for WorkspaceA.
  • C. Share the lakehouse with the DataAnalysts group and grant the Build reports on the default semantic model permission.
  • D. Share the lakehouse with the DataAnalysts group and grant the Read all Apache Spark permission.

Answer: A

Explanation:
Data Analysts' Access Requirements must only have read access to the Delta tables in the gold layer and not have access to the bronze and silver layers.
The gold layer data is typically queried via SQL Endpoints. Granting the Read all SQL Endpoint data permission allows data analysts to query the data using familiar SQL-based tools while restricting access to the underlying files.


NEW QUESTION # 59
You have an Azure event hub. Each event contains the following fields:
BikepointID
Street
Neighbourhood
Latitude
Longitude
No_Bikes
No_Empty_Docks
You need to ingest the events. The solution must only retain events that have a Neighbourhood value of Chelsea, and then store the retained events in a Fabric lakehouse.
What should you use?

  • A. an eventstream
  • B. a streaming dataset
  • C. a KQL queryset
  • D. Apache Spark Structured Streaming

Answer: A

Explanation:
An eventstream is the best solution for ingesting data from Azure Event Hub into Fabric, while applying filtering logic such as retaining only the events that have a Neighbourhood value of "Chelsea." Eventstreams in Microsoft Fabric are designed for handling real-time data streams and can apply transformation logic directly on incoming events. In this case, the eventstream can filter events based on the Neighbourhood field before storing the retained events in a Fabric lakehouse.
Eventstreams are well-suited for stream processing, such as this case where you need to filter out only specific data (events with a Neighbourhood of "Chelsea") before storing it in the lakehouse.


NEW QUESTION # 60
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 # 61
You have a Fabric workspace named Workspace1 that contains a warehouse named DW1 and a data pipeline named Pipeline1.
You plan to add a user named User3 to Workspace1.
You need to ensure that User3 can perform the following actions:
View all the items in Workspace1.
Update the tables in DW1.
The solution must follow the principle of least privilege.
You already assigned the appropriate object-level permissions to DW1.
Which workspace role should you assign to User3?

  • A. Viewer
  • B. Admin
  • C. Member
  • D. Contributor

Answer: D

Explanation:
To ensure User3 can view all items in Workspace1 and update the tables in DW1, the most appropriate workspace role to assign is the Contributor role. This role allows User3 to:
View all items in Workspace1: The Contributor role provides the ability to view all objects within the workspace, such as data pipelines, warehouses, and other resources.
Update the tables in DW1: The Contributor role allows User3 to modify or update resources within the workspace, including the tables in DW1, assuming that appropriate object-level permissions are set for the warehouse.
This role adheres to the principle of least privilege, as it provides the necessary permissions without granting broader administrative rights.


NEW QUESTION # 62
You have a Fabric workspace that contains a lakehouse and a notebook named Notebook1. Notebook1 reads data into a DataFrame from a table named Table1 and applies transformation logic. The data from the DataFrame is then written to a new Delta table named Table2 by using a merge operation.
You need to consolidate the underlying Parquet files in Table1.
Which command should you run?

  • A. OPTIMIZE
  • B. VACUUM
  • C. CACHE
  • D. BROADCAST

Answer: A

Explanation:
To consolidate the underlying Parquet files in Table1 and improve query performance by optimizing the data layout, you should use the OPTIMIZE command in Delta Lake. The OPTIMIZE command coalesces smaller files into larger ones and reorganizes the data for more efficient reads. This is particularly useful when working with large datasets in Delta tables, as it helps reduce the number of files and improves performance for subsequent queries or operations like MERGE.


NEW QUESTION # 63
......

You will need to pass the Implementing Data Engineering Solutions Using Microsoft Fabric (DP-700) exam to achieve the Microsoft DP-700 certification. Due to extremely high competition, passing the Microsoft DP-700 exam is not easy; however, possible. You can use Actual4Cert products to pass the DP-700 Exam on the first attempt. The Microsoft practice exam gives you confidence and helps you understand the criteria of the testing authority and pass the Implementing Data Engineering Solutions Using Microsoft Fabric (DP-700) exam on the first attempt.

New DP-700 Exam Dumps: https://www.actual4cert.com/DP-700-real-questions.html

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