Databricks Certified Machine Learning Associate

The Certilum bank for the Databricks Certified Machine Learning Associate holds 48 Foundation questions across 4 exam domains. Every question ships with a written explanation of why the right answer is right, and each row exists in three wording variants, so a session never repeats itself verbatim.

The real Databricks exam is timed at around 90 minutes, with a passing score of 70%. The Certilum diagnostic mirrors that structure so your practice session feels like test day.

We measured 48 questions and scored them 1-10 on a composite of format difficulty: multi-select questions (which require every correct option), scenario-length questions, interactive code questions and explanation depth. The Databricks Certified Machine Learning Associate scores 2.1 out of 10, with a per-domain breakdown on the difficulty page.

Yes. You can run the full diagnostic for free, get domain-level scoring and see which domains cost you the most points before deciding whether to go further.

The Databricks Certified Machine Learning Associate blueprint is split into 4 domains, and the heaviest one carries 38% of the exam. The difficulty breakdown shows where the hardest questions actually sit, so you can spend your study time where it pays.