Free DEA Exam Prep
Databricks Certified Data Engineer Associate
Pass your DEA exam without spending hundreds on expensive prep courses. Free study guides, practice questions, and AI-powered learning.
Quick Facts
DATABRICKS Professional License: Complete Roadmap
Follow this path to maximize your chances of passing on the first try
Phase 1: Platform and Workspace BasicsYou are here
Learn platform components, architecture, and key workspace operations.
Phase 2: Ingestion and Development
Practice ingestion patterns, schema handling, and development workflows.
Phase 3: Transformations and ETL
Drill Spark SQL and PySpark transformations across realistic datasets.
Phase 4: Production Pipelines
Build and schedule reliable jobs with production-ready controls.
Phase 5: Governance and Timed Drills
Reinforce governance quality controls and complete timed simulations.
Can You Take the DEA Exam?
Check if you meet the basic eligibility requirements
- •Payment is required for each exam attempt
- •Online-proctored and test-center delivery options are available
- •Recertification is required every 2 years to maintain active status
DEA Quick Facts
Time to Get Licensed
6-10 weeks for candidates with ongoing Databricks usage
From start to license in hand
Retake Policy
If you do not pass, you must wait 14 days before retaking. A 14-day gap applies between all attempts, and each attempt requires payment.
Total Cost Breakdown
Free DEA Prep That Actually Works
The official pass rate is Databricks does not publish a public pass-rate percentage for Data Engineer Associate.. Our students do better.
200 Practice Questions
Associate-level Databricks practice aligned to all weighted objectives.
AI-Powered Learning
Adaptive coaching pinpoints ingestion and transformation weaknesses.
2026 Updated
Aligned to latest exam guide and current Databricks policies.
Free Access
Start Databricks exam prep free and expand when ready.
What You'll Study
6 chapters covering everything you need to pass
Introduction
2 sections
Domain 1: Databricks Intelligence Platform (10%)
6 sections
Domain 2: Development and Ingestion (30%)
10 sections
Domain 3: Data Processing & Transformations (31%)
8 sections
Domain 4: Productionizing Data Pipelines (18%)
6 sections
Domain 5: Data Governance & Quality (11%)
8 sections
10 free AI interactions per day
DEA Exam Details
Databricks Certified Data Engineer Associate
Administered by Databricks
Exam Content Breakdown
Based on the official Databricks content outline
Core platform architecture, workspace concepts, and foundational capabilities
Data ingestion patterns, development workflows, and ingestion tool usage
Spark SQL/PySpark transformations, ETL logic, and data handling operations
Workflow orchestration, deployment patterns, and reliable production operations
Governance controls, quality validation, and trusted data practices
What's Included
6 Chapters
Complete exam coverage
Practice Quizzes
With detailed explanations
Free to Start
No credit card required

Quality Exam Prep Shouldn't Cost Hundreds
I'm Ran Chen, an engineer with 20+ years of coding experience. I passed my Life Insurance license, EA exam, SIE, Series 6, 63, 65, and finally the CFP® exam.
Through all these exams, one thing became clear: exam prep is expensive. But with AI, we can change that. Quality preparation can now be free for everyone.
What's Next After the DEA?
After passing the DEA, you can pursue these career paths
Databricks Data Engineer Professional
Advance into production-scale architecture, optimization, and governance depth
Databricks Generative AI Engineer Associate
Extend platform skills into LLM application design and deployment
Google Professional Data Engineer
Broaden cloud data engineering depth across managed GCP services
DEA Exam FAQ
Official Databricks Resources
Verify information with these official sources
More Free Resources
Ready to Start Your Free DEA Prep?
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