Databricks Data Engineer Associate Practice Exams

Take full-length and focused practice tests to prepare for the Databricks Certified Data Engineer Associate certification exam.

Available Practice Exams

Practice Exam 1

60 questions•90 min

Full-length practice exam covering Databricks Lakehouse Platform, Delta Lake architecture, Spark SQL/Python, and Unity Catalog.

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Practice Exam 2

60 questions•90 min

Comprehensive exam with scenario-based questions on Delta Live Tables, Structured Streaming, Auto Loader, and incremental processing.

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Practice Exam 3

60 questions•90 min

Advanced practice exam covering production pipelines, job orchestration, monitoring, governance, and data security.

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Exam History

About the Databricks Data Engineer Associate Exam Format

Databricks Lakehouse Platform (24%): Workspace, clusters, Unity Catalog, Delta Lake, DBFS
ELT with Spark SQL and Python (29%): Data extraction, loading, transformation, PySpark, schema evolution
Incremental Data Processing (22%): Delta Live Tables, Structured Streaming, Auto Loader, CDC, watermarking
Production Pipelines (16%): Databricks Jobs, workflows, monitoring, error handling, optimization
Data Governance (9%): Unity Catalog security, access control, lineage, masking, compliance