✦ Velza Academy · Free Self-Assessment

Where do you really stand on the Databricks Certified Generative AI Engineer Associate exam?

Rate your confidence across the six official exam domains, from designing LLM applications to evaluating and monitoring them. Use the domain weights to decide where to focus your next study session.

Rate yourself topic by topic across every official exam domain
Official domain weights help you prioritize gaps in the areas that carry more exam weight
Charts show your readiness per domain at a glance
Progress saves in your browser, so you re-score as you study and watch the gaps close

56 topics across six official exam domains

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✦ Inside the scorecard

Your readiness, charted as you slide

Rate each topic and see your domain chart and study priorities update. Your ratings reflect your confidence, not a predicted exam score.

The Databricks Certified Generative AI Engineer Associate readiness scorecard showing the domain chart, weighted study priorities, and topic sliders

The actual Generative AI Engineer Associate scorecard, mid-assessment.

What the Generative AI Engineer Associate exam actually is

These details come from the official Databricks exam guide. Read the official exam page alongside this scorecard so you are working from the source.

What it is: An associate credential covering the design, development, deployment, governance, evaluation, and monitoring of LLM applications on Databricks.
Who it is for: People who design and implement LLM-enabled solutions on Databricks. Six months of hands-on experience is recommended; no prerequisite is required.
Questions: 45 scored multiple-choice and multiple-selection questions, plus up to 10 unscored questions
Duration: 90 minutes
Cost: US$200 plus applicable taxes
Passing score: Not stated in the official exam guide
Domains and weights: Design Applications 14%; Data Preparation 14%; Application Development 30%; Assembling and Deploying Applications 22%; Governance 8%; Evaluation and Monitoring 12%.
Important preparation note: People who design and implement LLM-enabled solutions on Databricks. Six months of hands-on experience is recommended; no prerequisite is required.

Mike Wheeler's matching Udemy practice-test course artwork

After your self-assessment

Practice the exact certification next

Use the free scorecard to find your gaps. Then use Mike Wheeler's matching Udemy practice tests to work through exam-style questions and explanations.

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✦ The blueprint, weighted

The official domain weights

These percentages come from the official exam guide. The scorecard uses them to weight your study priorities, so gaps in larger domains receive more attention.

Design Applications14%

Data Preparation14%

Application Development30%

Assembling and Deploying Applications22%

Governance8%

Evaluation and Monitoring12%

✦ How it works

Turn your ratings into a study plan

Rate yourself

Rate your confidence in each objective from the official exam guide. Use your current understanding as the starting point.

See your weighted gaps

Compare your confidence across domains and use the official weights to prioritize your study.

Study where it pays

Start with a weak domain that carries more exam weight. Review the material, practice, and update your ratings as you learn.

✦ Your instructor

Mike Wheeler, founder of Velza Training and Consulting

Built by Mike Wheeler

Use this scorecard to organize your preparation for the Databricks Certified Generative AI Engineer Associate exam. The topics follow the official guide. Your ratings help you choose what to review, then revisit as you study.

56 exam topics 6 official domains Free reusable scorecard