Microsoft DP-750 Q&A - in .pdf

  • Exam Code: DP-750
  • Exam Name: Implementing Data Engineering Solutions Using Azure Databricks
  • Updated: Sep 17, 2026
  • Q & A: 93 Questions and Answers
  • PDF Price: $59.99
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Microsoft DP-750 Q&A - Testing Engine

  • Exam Code: DP-750
  • Exam Name: Implementing Data Engineering Solutions Using Azure Databricks
  • Updated: Sep 17, 2026
  • Q & A: 93 Questions and Answers
  • Install on multiple computers for self-paced, at-your-convenience training.
  • PC Test Engine Price: $59.99
  • Testing Engine

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About Microsoft Implementing Data Engineering Solutions Using Azure Databricks - DP-750 Exam Actual Tests

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DP-750 exam dumps

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Microsoft DP-750 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Prepare and process data30–35%- Optimize and manage data storage
  • 1. Implement lakehouse architecture and manage table versions
  • 2. Handle structured, semi-structured, and unstructured data
  • 3. Optimize Delta tables: partitioning, Z-ordering, vacuum, optimize
- Ingest and transform data
  • 1. Ingest batch and streaming data from multiple sources
  • 2. Transform using Spark SQL, PySpark, Scala, and Delta Lake
  • 3. Implement schema enforcement, schema drift, and slowly changing dimensions
Topic 2: Set up and configure an Azure Databricks environment15–20%- Select and configure compute resources
  • 1. Manage workspace settings, permissions, and networking
  • 2. Configure cluster policies, instance pools, and libraries
  • 3. Choose compute types: serverless, job compute, SQL warehouse, classic compute
- Integrate with Azure services
  • 1. Configure monitoring with Azure Monitor and diagnostic settings
  • 2. Connect to Azure Data Lake Storage, Azure Data Factory, Microsoft Entra ID
Topic 3: Deploy and maintain data pipelines and workloads30–35%- Monitor, troubleshoot, and maintain workloads
  • 1. Apply SDLC practices and version control
  • 2. Monitor performance, logs, and execution metrics
  • 3. Troubleshoot failures, repair and restart jobs
- Build and orchestrate pipelines
  • 1. Configure Lakeflow Jobs: schedules, triggers, alerts, retries
  • 2. Implement CI/CD with Git, Databricks Asset Bundles, CLI, and APIs
  • 3. Design and implement Lakeflow Spark Declarative Pipelines
Topic 4: Secure and govern Unity Catalog objects15–20%- Manage data sharing and permissions
  • 1. Set up external locations and storage credentials
  • 2. Grant and revoke permissions, manage groups and service principals
- Implement data governance and security
  • 1. Manage catalogs, schemas, tables, views, and volumes
  • 2. Enforce data quality, lineage, and auditing
  • 3. Configure access control: row-level, column-level, attribute-based security

Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

Question #1

You have an Azure Databricks workspace named Workspace1 that contains a takehouse and is enabled for Unity Catalog.
You have a connection to a Microsoft SQL Server database named DB1.
You need to expose the schemas and tables of DB1 to meet the following requirements:
* The schemas and tables can be queried in Databricks.
* The schemas and tables appear alongside other Unity Catalog objects.
* The data is NOT copied into Databricks-managed storage.
Solution: You create a new native catalog in Unity Catalog. Does this meet the goal?

  • A. Yes
  • B. No
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

You have an Azure Databricks workspace that is enabled for Unity Catalog and contains a Delta table named Orders.
You load the Orders table into an Apache Spark DataFrame named df.
You need to create a DataFrame that excludes rows where the order amount is null.
Solution: You run the following expression.
df.filter(df.order_amount.isNotNull())
Does this meet the goal?

  • A. Yes
  • B. No
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for Prep4sureGuide members. You can sign-up / login (it's free).

Question #3

You have an Azure Databricks workspace that is enabled for Unity Catalog.
You have a Lakeflow Spark Declarative Pipelines (SDP) pipeline that writes numerical data to a table named Table1 by using a data quality validation rule named rule1.
You need to modify rule1 to meet the following requirements:
* Ensure that amount is always greater than 0.
* Fail the pipeline update for Table1 when data that violates rule1 is detected.
Which statement should you execute?

  • A. @dlt.expect_all_or_drop({ " rule1 " : " amount > 0 " })
  • B. @dlt.expect_or_drop( " rule1 " , " amount > 0 " )
  • C. @dlt.expect( " rule1 " , " amount > 0 " )
  • D. @dlt.expect_or_fail( " rule1 " , " amount > 0 " )
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Prep4sureGuide members. You can sign-up / login (it's free).

Question #4

You have an Azure Databricks workspace that is enabled for Unity Catalog.
You need to share curated data with an external organization. The solution must meet the following requirements:
* The organization will use its own compute platform to query the data.
* Access to the data must be centrally governed by using Unity Catalog.
* Administrative effort must be minimized.
What should you do?

  • A. Create a Lakeflow Connect pipeline.
  • B. Create a pipeline to move the data to an SFTP server.
  • C. Create a SQL warehouse for external users.
  • D. Use Delta Sharing.
  • E. Grant workspace access to external users.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Prep4sureGuide members. You can sign-up / login (it's free).

Question #5

You have an Azure Databricks workspace that is enabled for Unity Catalog.
You have a Lakeflow Spark Declarative Pipelines (SDP) pipeline that writes numerical data to a table named Table1 by using a data quality validation rule named rule1.
You need to modify rule1 to meet the following requirements:
Ensure that amount is always greater than 0.
Prevent an update to Table1 from being committed when data that violates rule1 is detected.
Which statement should you execute?

  • A. @dlt.expect_all_or_drop({ " rule1 " : " amount > 0 " })
  • B. @dlt.expect_or_drop( " rule1 " , " amount > 0 " )
  • C. @dlt.expect( " rule1 " , " amount > 0 " )
  • D. @dlt.expect_or_fail( " rule1 " , " amount > 0 " )
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Prep4sureGuide members. You can sign-up / login (it's free).

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