How to study for Databricks Certified Generative AI Engineer Associate with free official resources
You do not have to buy a course to prepare. Below are the free, official resources for this credential — every link is the vendor's or certifying body's own page, sourced and dated. We tell you plainly where the free path is complete and where it stops.
Free-path rating: Objectives free, prep is paid. The vendor publishes the exam objectives/outline for free, but its structured training is paid. The free path here is the spec to study against, not a course.
See the certification itself: Databricks Certified Generative AI Engineer Associate.
Free official resources
| Resource | Type | Cost | Source |
|---|---|---|---|
| Databricks Generative AI Engineer Associate certification page | Exam objectives / outline | Free | official |
What to know
- Databricks Generative AI Engineer Associate certification page: Official Databricks certification page with exam-guide link preparation guidance and weighted objective domains; use factual exam/domain data only and do not copy guide prose.
The free path, in order
1. Start from the exam objectives / outline — it is the exact list of what the exam tests, and it is free. Study against it, not against a course's table of contents.
2. The vendor's structured training is paid, so the honest free route is: study the objectives, use free/low-cost reputable material, and verify the current exam price on the vendor's official exam page.
Free resources reduce what you spend to study; they do not reduce the exam fee and do not guarantee a pass. A course is not the certification.
Sources
- Databricks Generative AI Engineer Associate certification page: https://www.databricks.com/learn/certification/genai-engineer-associate
Citation Ledger
| ID | Supports | Evidence | Source |
|---|---|---|---|
| CIT-01 | Exam objectives / outline: Databricks Generative AI Engineer Associate certification page (Free, as of 2026-06-30) | Official vendor/body page | link |