Databricks Certified Professional Data Engineer Exam: Databricks-Certified-Professional-Data-Engineer Exam

"Databricks Certified Professional Data Engineer Exam", also known as Databricks-Certified-Professional-Data-Engineer exam, is a Databricks Certification. With the complete collection of questions and answers, BraindumpsPass has assembled to take you through 217 Q&As to your Databricks-Certified-Professional-Data-Engineer Exam preparation. In the Databricks-Certified-Professional-Data-Engineer exam resources, you will cover every field and category in Databricks Certification Certification helping to ready you for your successful Databricks Certification.

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  • Updated on: Jul 13, 2026
  • No. of Questions: 217 Questions & Answers

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  • Updated on: Jul 13, 2026
  • No. of Questions: 217 Questions & Answers

Databricks Databricks-Certified-Professional-Data-Engineer Exam Syllabus Topics:

TopicDetails
Topic 1
  • Testing & Deployment: It discusses adapting notebook dependencies to use Python file dependencies, leveraging Wheels for imports, repairing and rerunning failed jobs, creating jobs based on common use cases, designing systems to control cost and latency SLAs, configuring the Databricks CLI, and using the REST API to clone a job, trigger a run, and export the run output.
Topic 2
  • Data Modeling: It focuses on understanding the objectives of data transformations, using Change Data Feed, applying Delta Lake cloning, designing multiplex bronze tables. Lastly it discusses implementing incremental processing and data quality enforcement, implementing lookup tables, and implementing Slowly Changing Dimension tables, and implementing SCD Type 0, 1, and 2 tables.
Topic 3
  • Monitoring & Logging: This topic includes understanding the Spark UI, inspecting event timelines and metrics, drawing conclusions from various UIs, designing systems to control cost and latency SLAs for production streaming jobs, and deploying and monitoring both streaming and batch jobs.
Topic 4
  • Security & Governance: It discusses creating Dynamic views to accomplishing data masking and using dynamic views to control access to rows and columns.
Topic 5
  • Databricks Tooling: The Databricks Tooling topic encompasses the various features and functionalities of Delta Lake. This includes understanding the transaction log, Optimistic Concurrency Control, Delta clone, indexing optimizations, and strategies for partitioning data for optimal performance in the Databricks SQL service.

Reference: https://www.databricks.com/learn/certification/data-engineer-professional

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