Learn mode
Learn as you go
Choose an answer, reveal the key, and review available explanations, citations and candidate context.
25 questions free
Start guided practiceMachine learning on Databricks at associate level: the ML platform and MLflow, data preparation and feature engineering, model development, and deployment and lifecycle management.
Databricks does not publish numeric exam codes — ML-ASSOC is the common abbreviation.
Databricks Certified Machine Learning Associate is Databricks's associate-level ai & machine learning certification, referred to across the industry by the shorthand ML-ASSOC. The exam runs for 1 hour 30 minutes and presents up to 45 questions, with a pass mark of 70%. It costs US$200 at the standard rate.
Databricks publishes the syllabus as 4 weighted domains. Spark ML carries the most weight at 33%, and the three largest domains together account for roughly 91% of the scored content — worth knowing before you decide where study time goes.
Confirm these details on the official Databricks page before booking — vendors adjust format and pricing without notice.
Some forms include unscored trial questions
Standard rate, before local taxes
The published exam guide for ML-ASSOC, in the vendor's own order.
01Databricks Machine Learning
29%02ML Workflows
29%03Spark ML
33%04Scaling ML Models
9%Six months of hands-on machine learning experience on the platform.
Associate level — Role-based credentials for practitioners with hands-on experience.
Preview 25 supported questions before unlocking the 45-question ML-ASSOC bank.
Community-contributedCompiled from publicly posted community exam discussions. Contributed by third parties rather than written here, so accuracy varies and most items carry no explanation. Progress and bookmarks stay in this browser.
Answer support: 0 explanations, 38 questions with candidate context and 0 questions with direct citations. Bank updated .
Choose an answer, reveal the key, and review available explanations, citations and candidate context.
25 questions free
Start guided practiceKeep answers hidden on the clock and review every miss only after you finish the public sample.
Free sample mock
Open timed mockWant the complete 45-question bank?
One Exam Pass unlocks this selected bank for 12 months with no renewal.
Compiled from exam discussions posted publicly by other people on ExamTopics. Copyright in each contribution rests with its original author; it is reproduced here for study. Not verified by us — most items carry no explanation. To request removal, see our content policy.
Databricks lists up to 45 questions, to be completed in 1 hour 30 minutes. Question counts can vary slightly between exam forms, and unscored trial questions are sometimes included.
70%. Confirm the current figure on the official exam page before booking, as vendors adjust cut scores when an exam form is refreshed.
The standard price is US$200. Local pricing, taxes and any retake policy vary by region, so check the official page for the figure that applies to you.
Six months of hands-on machine learning experience on the platform.
The exam guide covers Databricks Machine Learning, ML Workflows, Spark ML and Scaling ML Models. The full weighted breakdown is listed above.
Yes — this exam has 45 practice questions available here, each with the correct answer marked. They are community-contributed, compiled from exam discussions posted publicly by other people rather than written here, and most do not carry an explanation.