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Start guided practiceDatabricks Certified Machine Learning Associate
Machine 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.
Start with 45 complete questions in the ML-ASSOC bank. Free progress and bookmarks stay in this browser.
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Clear answers about the exam, the study experience, and what to expect before you begin.
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.