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DatabricksML Associate140 questions

Databricks Certified Machine Learning Associate

Validate your skills in building, deploying, and managing machine learning solutions using Databricks, MLflow, and Spark ML.

Recommended Study Path

  1. 1

    Study Guide

    Learn exam domains, key concepts, and study plans

  2. 2

    Cheat Sheet

    Review commands, limits, and quick-reference facts

  3. 3

    Exam Notes

    Study traps, confusing pairs, and scenario tips

  4. 4

    Flashcards

    Active recall on definitions and key terms

  5. 5

    Practice Questions

    Test your knowledge with exam-style questions

  6. 6

    Mock Exam

    Simulate the real exam with timing and scoring

Study Resources

Start Practice

Sequential questions with instant feedback

Mock Exam

45 questions · 90 min · Real format

Study by Domain

Focus on specific exam topics

Practice by Type

Single choice, multiple choice, case study

Study Guide

Complete exam prep handbook

Cheat Sheet

Quick reference for last-minute review

Exam Notes

Last-minute traps and scenario tips

Flashcards

Active recall study cards

Exam Domain Breakdown

Machine Learning Fundamentals18% · 3 Qs
ML Development and Feature Engineering27% · 57 Qs
Model Training and Evaluation22% · 46 Qs
Model Deployment and Management18% · 20 Qs
ML Operations (MLOps)15% · 14 Qs

Frequently Asked Questions

What is the passing score for the Databricks Certified Machine Learning Associate (ML Associate) exam?+
The passing score for the ML Associate exam is 70%. The exam consists of 45 questions and you have 90 minutes to complete it.
How many questions are on the ML Associate exam?+
The ML Associate exam has 45 questions. The exam duration is 90 minutes, giving you roughly 120 seconds per question on average.
How much does the ML Associate exam cost?+
The ML Associate exam costs $200 USD. Check with Databricks for the latest pricing, regional variations, and any available vouchers or discounts.
What domains are covered on the ML Associate exam?+
The ML Associate exam covers 5 domains: Machine Learning Fundamentals (18%), ML Development and Feature Engineering (27%), Model Training and Evaluation (22%), Model Deployment and Management (18%), ML Operations (MLOps) (15%). Focus your study time proportionally to these weights.
What free study resources are available for the ML Associate exam?+
CertPrepNow offers free study guide, cheat sheet, exam notes, flashcards, 140 practice questions for the ML Associate exam. All resources are available without registration or payment.
How long should I study for the ML Associate exam?+
Study time varies by experience level. For someone with relevant work experience, 2-4 weeks of focused study (1-2 hours per day) is typical. Beginners may need 4-8 weeks. Start with the study guide to identify knowledge gaps, then use practice questions to test readiness.
Is the Databricks Certified Machine Learning Associate certification worth it?+
The Databricks Certified Machine Learning Associate certification from Databricks validates skills that are in demand. It demonstrates proficiency in machine learning fundamentals and ml development and feature engineering. Whether it is worth pursuing depends on your career goals and current role.