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Exam Code: Databricks-Certified-Data-Engineer-Associate
Exam Name: Databricks Certified Data Engineer Associate Exam
Updated: Aug 03, 2026
Q & A: 234 Questions and Answers
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Databricks Certified Data Engineer Associate certification demonstrates that you have the skills and knowledge required to build and manage big data processing systems using Databricks. Databricks Certified Data Engineer Associate Exam certification is ideal for data engineers, data architects, and developers who work with big data workloads. It validates your ability to design, build, and maintain scalable and reliable data processing pipelines using Databricks.
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The GAQM Databricks-Certified-Data-Engineer-Associate exam is a certification that validates a candidate's proficiency in using Databricks to build and maintain data pipelines. Databricks is a cloud-based data platform that allows users to easily process large amounts of data using Apache Spark. Databricks Certified Data Engineer Associate Exam certification is designed for data engineers who want to demonstrate their expertise in building scalable, reliable, and performant data pipelines.
Reference: https://www.databricks.com/learn/certification/data-engineer-associate
| Section | Objectives |
|---|---|
| Data Governance and Quality | - Data access control and governance - Unity Catalog basics - Data quality concepts and management |
| Data Ingestion and ELT Development | - ETL patterns and transformations - Data ingestion using Spark SQL and PySpark - Handling structured and semi-structured data |
| Data Processing and Transformations | - User-defined functions (UDFs) - PySpark DataFrame transformations - Apache Spark SQL operations (joins, aggregations, filtering) - Delta Lake fundamentals (tables, transactions, optimization) |
| Databricks Lakehouse Platform Fundamentals | - Clusters, notebooks, and basic Databricks environment usage - Workspace, architecture, and core platform concepts |
| Productionizing Data Pipelines | - Scheduling and monitoring jobs - Pipeline deployment and operationalization - Databricks Workflows / Jobs orchestration |
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