View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 81 Which Microsoft Fabric component is designed for real-time event ingestion and processing? Eventstream Warehouse Notebook Semantic model Correct Answer: 1 Explanation Eventstream is a Microsoft Fabric capability designed for ingesting and processing real-time event data. It can receive continuous streams from supported […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 101 Which Microsoft Fabric feature is used to store data in an open, scalable lake format? Lakehouse Dashboard Semantic model Report Correct Answer: 1 Explanation A Lakehouse in Microsoft Fabric provides a scalable environment for storing and processing data using a data lake […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 121 Which feature allows a Fabric item to access data stored in another OneLake location without copying the data? Dataflow Gen2 Mirroring Data pipeline OneLake shortcut Correct Answer: 4 Explanation A OneLake shortcut provides access to data stored in another supported storage location […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 141 Which Fabric feature allows a notebook to run automatically at a specified time? Workspace role Notebook schedule Data lineage OneLake shortcut Correct Answer: 4 Explanation Notebook scheduling allows a data engineer to automate the execution of a Fabric notebook at defined times […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 161 Which feature allows a Fabric Lakehouse to reference data stored externally without copying it? Dataflow Gen2 Warehouse view OneLake shortcut Spark pool Correct Answer: 4 Explanation A OneLake shortcut allows a Fabric item to reference data stored in another supported location without […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 181 Which Fabric component is designed to provide a relational SQL environment for analytical workloads? Eventstream Warehouse Notebook Dataflow Gen2 Correct Answer: 4 Explanation A Fabric Warehouse provides a relational environment designed for analytical workloads using SQL. It supports structured tables and T-SQL-based […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 201 Which Fabric capability is used to discover and explore data items available to a user? Data hub Eventstream Spark job Deployment pipeline Correct Answer: 4 Explanation The Fabric data hub helps users discover and explore data items available across their Fabric environment. […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 221 Which feature allows a Fabric Lakehouse to access data from another storage location without physically copying it? Dataflow Gen2 Mirroring Warehouse OneLake shortcut Correct Answer: 4 Explanation A OneLake shortcut provides access to data stored in another supported location without creating a […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 241 Which Fabric feature provides a centralized view for monitoring data-related jobs and activities? Semantic model Monitoring hub OneLake shortcut Dataflow Correct Answer: 2 Explanation The Monitoring hub provides a centralized location for reviewing supported Fabric activities and their execution status. Data engineers […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 281 Which feature allows a Lakehouse to access data stored in an external supported location without copying it? OneLake shortcut Warehouse table Stored procedure Semantic model Correct Answer: 1 Explanation A OneLake shortcut provides access to data in a supported external or internal […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 301 Which feature can automatically organize incoming records into groups based on a column value? Aggregation Partitioning Deduplication Validation Correct Answer: 2 Explanation Partitioning divides a dataset into smaller logical sections based on one or more columns. Common partition columns include dates, regions, […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 321 Which Fabric capability is designed to provide real-time analysis of streaming data? Warehouse Real-Time Intelligence Deployment pipeline Dataflow Gen2 Correct Answer: 2 Explanation Real-Time Intelligence in Microsoft Fabric provides capabilities for ingesting, processing, analyzing, and visualizing data that arrives continuously. It is […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 341 Which feature helps optimize Delta table storage by reorganizing small files? Data profiling Schema validation File compaction Data lineage Correct Answer: 3 Explanation File compaction reduces the number of small files associated with a Delta table by combining them into larger files. […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 361 Which Fabric capability provides a graphical interface for transforming data with Power Query? Eventhouse Warehouse Dataflow Gen2 Monitoring hub Correct Answer: 3 Explanation Dataflow Gen2 provides a graphical data transformation experience based on Power Query. It allows engineers to perform common preparation […]

View Full Microsoft DP-700 Exam Dumps and Practice Test Dumps.   Question 381 What does a Delta transaction log primarily record? User permissions Pipeline schedules Table versions and changes Workspace members Correct Answer: 3 Explanation The Delta transaction log records changes made to a Delta table and provides the information needed to understand different table […]