For over two years, I’ve been helping colleagues and professionals pass Databricks certifications through detailed study guides. With the recent syllabus updates, I’m refreshing all my guides to ensure you have the most current information to succeed. All the certs were updated in 2025 / 2026 to reflect the changes on the platform.
New to Databricks Certifications?
Start with my overview: How I Passed 5 Databricks Certs in 12 Months
For official learning paths, visit the Databricks Certification page and sign up for the Partner or Customer Academy.
Certification Study Guides
The Databricks Certifications appear to update every 2 years, with the latest updates at the end of 2025 and first half of 2026.
- Databricks Data Engineer Associate
- Databricks Data Engineer Professional (2025 Syllabus)
- Databricks Data Analyst (2025 Syllabus)
- Databricks Machine Learning Professional (2025 Syllabus)
- Databricks Generative AI Engineer Associate (2026 Syllabus)
Coming Soon
- Spark Developer Associate
- Databricks Machine Learning Engineer Associate