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Databricks Certified Data Engineer Professional DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL

100 real Databricks DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL questions with answers checked by certified engineers. Start free, upgrade when you are ready.

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Questions
100
Exam code
DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL
Last updated
Sep 21, 2026
Language
English
Certification
Databricks Certified Data Engineer Professional
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DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL sample questions

2 questions from the DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL practice set, with the answer and explanation.

  1. Question 1
    A data engineer must define jobs, a Lakeflow pipeline and schema grants as code and deploy the same definition to dev and prod. Which Databricks feature is built for this?
    • A.
      Databricks Asset Bundles deployed with the Databricks CLI
    • B.
      Delta Sharing recipient profiles created for each workspace
    • C.
      Auto Loader schema hints
    • D.
      Unity Catalog system tables
    Show answer

    Correct answer:

    • A.
      Databricks Asset Bundles deployed with the Databricks CLI

    Explanation

    Databricks Asset Bundles describe jobs, pipelines and other workspace resources in databricks.yml, with targets for each environment, and are deployed with commands such as databricks bundle deploy. Delta Sharing recipient profiles control how external consumers read shared data, not how resources are deployed. Auto Loader schema hints only guide schema inference during file ingestion, so they cannot deploy job definitions.
  2. Question 2
    Every commit to a Delta table is recorded as an ordered JSON action file in the table's _delta_log directory, and DESCRIBE HISTORY reads those records.
    • A.
      True
    • B.
      False
    Show answer

    Correct answer:

    • A.
      True

    Explanation

    The transaction log in _delta_log lists the add and remove actions for each commit, and DESCRIBE HISTORY presents that log as versions with timestamps, operations and user metadata. The Parquet data files hold the rows but do not record commit order on their own. Checkpoint files periodically summarize the log so readers do not have to replay every JSON file.
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We help aspirants prepare for the Databricks certification exam without spending money on preparation materials. Many candidates download the DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL Databricks Certified Data Engineer Professional practice questions PDF here. You can easily download Databricks DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL PDF practice questions for free. If you have any questions about the exam product, you can view the comments. You can also publish comments about DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL exam questions in PDF format.
FAQ

DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL FAQ

What is the Databricks DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL exam?

DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL is the Databricks Certified Data Engineer Professional exam. The exam runs for 120 minutes.

How many questions are in the DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL practice set?

The full DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL practice set has 100 questions with answers.

Can I try DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL practice questions for free?

Yes. This page has 2 free DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL PDF files shared by other candidates, and a free online test engine where you can answer DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL questions in your browser. No account is needed.

What formats are the DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL practice questions available in?

DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL practice questions are available in these formats: PDF and Online Practice Exam. You can also get them together in a bundle.

How much does DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL practice material cost?

DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL practice material starts from $59 USD.

Are these the actual DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL exam questions?

No. They are exam-style practice questions written from the official DATABRICKS-CERTIFIED-DATA-ENGINEER-PROFESSIONAL exam objectives, not actual exam content.

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