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Updated: Aug 19, 2026

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Databricks Databricks-Certified-Data-Engineer-Associate Exam Overview:

Certification Vendor:Databricks
Exam Name:Databricks Certified Data Engineer Associate Exam
Exam Number:Databricks-Certified-Data-Engineer-Associate
Passing Score:70%
Exam Format:Multiple Choice, Multiple Select
Related Certifications:Databricks Certified Data Analyst Associate
Real Exam Qty:60
Available Languages:English
Certificate Validity Period:2 years
Exam Duration:90 minutes
Exam Price:$200 USD
Sample Questions:Databricks Databricks-Certified-Data-Engineer-Associate Sample Questions
Exam Way:Online proctored or in-person testing center
Pre Condition:Recommended: 6+ months of experience with Databricks and Apache Spark
Official Syllabus URL:https://www.databricks.com/learn/certification/data-engineer-associate

Databricks Certified Data Engineer Associate Exam is a comprehensive exam that covers a wide range of topics related to data engineering using Databricks. Databricks-Certified-Data-Engineer-Associate exam consists of multiple-choice questions that test an individual's understanding of Databricks fundamentals, data ingestion, data transformation, data analysis, and performance optimization. Databricks-Certified-Data-Engineer-Associate exam is designed to be challenging and requires a deep understanding of Databricks and data engineering concepts.

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

The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Certification Exam is designed for data engineers who want to demonstrate their expertise in building and managing data pipelines using Databricks. Databricks is a cloud-based platform that allows data engineers to easily build and manage data pipelines using Apache Spark. Databricks Certified Data Engineer Associate Exam certification exam covers a wide range of topics related to data engineering, including data pipeline architecture, data modeling, data ingestion, data processing, and data storage.

The GAQM Databricks-Certified-Data-Engineer-Associate (Databricks Certified Data Engineer Associate) Certification Exam is designed for individuals who are interested in pursuing a career in data engineering. Databricks Certified Data Engineer Associate Exam certification exam is developed in collaboration with Databricks, a leading data and AI company that provides a unified analytics platform for data engineering, data science, and machine learning. The Databricks-Certified-Data-Engineer-Associate exam tests candidates on their knowledge of data engineering principles, practices, and tools.

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

SectionWeightObjectives
Spark SQL and DataFrames15-20%- Aggregate and group data
- Write and execute Spark SQL queries
- Handle null values and data quality
- Join and union DataFrames
Lakehouse Platform Concepts10-15%- Describe key Databricks Lakehouse platform components
- Explain data governance and security concepts
- Understand the Lakehouse architecture and its benefits
Python for Data Engineering10-15%- Work with Spark APIs in Python
- Use PySpark for data processing
- Implement user-defined functions (UDFs)
Delta Lake Fundamentals20-25%- Understand ACID transactions and time travel
- Create and manage Delta tables
- Explain Delta Lake features and benefits
- Write to and read from Delta tables
Apache Spark Data Processing Fundamentals20-25%- Apply transformations and actions on DataFrames
- Use Spark SQL for data processing
- Work with structured data types (arrays, maps, structs)
- Create and use Spark DataFrames
Data Pipeline Architecture15-20%- Monitor and optimize pipeline performance
- Understand ELT vs ETL patterns
- Design data pipelines for batch and streaming
- Implement incremental data processing

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