Free Databricks Databricks-Certified-Professional-Data-Engineer Exam Questions
Absolute Free Databricks-Certified-Professional-Data-Engineer Exam Practice for Comprehensive Preparation
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Databricks Databricks-Certified-Professional-Data-Engineer Exam Questions
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Provided By: Databricks
- Exam: Databricks Certified Professional Data Engineer
- Certification: Databricks Certified Professional
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Total Questions: 247
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Updated On: Mar 28, 2025
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Rated: 4.9 |
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Online Users: 494
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Question 1
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A data engineer, User A, has promoted a new pipeline to production by using the REST API to
programmatically create several jobs. A DevOps engineer, User B, has configured an external orchestration
tool to trigger job runs through the REST API. Both users authorized the REST API calls using their personal
access tokens.
Which statement describes the contents of the workspace audit logs concerning these events?
Answer: C
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A data engineer, User A, has promoted a new pipeline to production by using the REST API to
programmatically create several jobs. A DevOps engineer, User B, has configured an external orchestration
tool to trigger job runs through the REST API. Both users authorized the REST API calls using their personal
access tokens.
Which statement describes the contents of the workspace audit logs concerning these events?
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Question 2
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Which of the following statements correctly describes End-to-End Testing ?
Answer: A
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Which of the following statements correctly describes End-to-End Testing ?
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Question 3
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The data engineering team has a singleplex bronze table called ‘orders_raw’ where new orders data is appended every night. They created a new Silver table called ‘orders_cleaned’ in order to provide a more refined view of the orders data.
The team wants to create a batch processing pipeline to process all new records inserted in the orders_raw table and propagate them to the orders_cleaned table.
Which solution minimizes the compute costs to propagate this batch of data?
Answer: B
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The data engineering team has a singleplex bronze table called ‘orders_raw’ where new orders data is appended every night. They created a new Silver table called ‘orders_cleaned’ in order to provide a more refined view of the orders data.
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Question 4
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The Databricks workspace administrator has configured interactive clusters for each of the data engineering groups. To control costs, clusters are set to terminate after 30 minutes of inactivity. Each user should be able to execute workloads against their assigned clusters at any time of the day.Assuming users have been added to a workspace but not granted any permissions, which of the following describes the minimal permissions a user would need to start and attach to an already configured cluster.
Answer: D
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Question 5
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A data engineer wants to upload a CSV file from local system storage to the DBFS of a Databricks workspace. They have Databricks CLI already configured on the local system.
Which of the following Databricks CLI commands can the data engineer use to complete this task ?
Answer: B
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A data engineer wants to upload a CSV file from local system storage to the DBFS of a Databricks workspace. They have Databricks CLI already configured on the local system.