Databricks Exam Catalog
7 Available Exams
Databricks Certification Pathway
A clear progression from beginner to expert.
Associate
Foundational technical skills
Professional
Advanced production-grade skills
Recent Changes
2024-08-01
Official retirement of the Hadoop Migration Architect certification.
2025-01-01
Consolidation of certification tracks into Data Engineering, Data Analytics, Machine Learning, an...
September 30, 2025
Machine Learning Professional guide current
October 30, 2025
Data Analyst Associate guide current
October 30, 2025
Spark guide now live
November 30, 2025
Data Engineer Professional guide current
December 12, 2025
Platform Administrator track replaces Unity Catalog course
December 12, 2025
Unity Catalog course retires from Data Engineer path
March 18, 2026
GEN AI guide now uses final March-2026 PDF
May 4, 2026
Data Engineer Associate guide now live
July 3, 2026
Data Engineer Professional guide updated to
October 9, 2026
Data Engineer Professional exam changes
Databricks Lakehouse Certification Program
graph TD
A[Databricks Lakehouse Platform] --> B[Data Engineering]
A --> C[Data Analytics]
A --> D[Machine Learning]
A --> E[Generative AI]
B --> B1[Data Engineer Associate]
B --> B2[Data Engineer Professional]
C --> C1[Data Analyst Associate]
D --> D1[Machine Learning Associate]
D --> D2[Machine Learning Professional]
E --> E1[Generative AI Engineer Associate]
A --> F[Developer]
F --> F1[Associate Developer for Apache Spark]
The perfect Fit for all professionals
Your Complete Exam Solution
Best-In-Class Practice Tests
Authentic, regularly updated questions that mirror the real exam. Verified, current material — not recycled dumps.
Topical Breakdown
Study by domain, pinpoint weak areas, and focus your time where it matters most. Every topic mapped to the official syllabus.
Flashcard Mode
Rapid-fire review to reinforce key concepts. Flip through questions and answers at your own pace before exam day.