Databricks Certified Machine Learning Professional — Practice Tests with Explanations

** Make sure to go over the secret recipes provided in the welcome message after you enroll **

This course is designed to comprehensively prepare you for the Databricks Certified Machine Learning Professional exam. With 280+ scenario-based questions and detailed explanations, you’ll be able to test your skills, identify gaps, and master the key concepts needed to succeed.

What You’ll Get in This Course

• 5 Full-Length Practice Exams
  Each test is structured to reflect the real exam’s format, difficulty, and topic coverage, allowing you to simulate the actual exam experience.

• Complete Domain Coverage
  Questions span across all major domains:

  • Experimentation (30%)

  • Model Lifecycle Management (30%)

  • Model Deployment (25%)

  • Solution and Data Monitoring (15%)

• Detailed Explanations for Every Question
  Every question comes with a clear, concise explanation — not just the correct answer but why it’s correct (and why the others aren’t). These explanations serve as mini-lessons, reinforcing your understanding of complex ML concepts in Databricks.

• Varying Difficulty Levels
  Questions range from basic to advanced difficulty, helping you assess both your foundational knowledge and readiness for more complex production-level ML scenarios.

5 Full-Length Practice Exams
Each test is structured to reflect the real exam’s format, difficulty, and topic coverage, allowing you to simulate the actual exam experience.

Complete Domain Coverage
Questions span across all major domains:

• Experimentation (30%)

• Model Lifecycle Management (30%)

• Model Deployment (25%)

• Solution and Data Monitoring (15%)

Experimentation (30%)

Model Lifecycle Management (30%)

Model Deployment (25%)

Solution and Data Monitoring (15%)

Detailed Explanations for Every Question
Every question comes with a clear, concise explanation — not just the correct answer but why it’s correct (and why the others aren’t). These explanations serve as mini-lessons, reinforcing your understanding of complex ML concepts in Databricks.

Varying Difficulty Levels
Questions range from basic to advanced difficulty, helping you assess both your foundational knowledge and readiness for more complex production-level ML scenarios.

What You Will Learn

• Master the end-to-end machine learning workflow using Databricks and MLflow

• Track, version, and manage models with Databricks Model Registry

• Automate ML processes and CI/CD pipelines within the Databricks environment

• Monitor model performance, detect data drift, and maintain ML solutions in production

Master the end-to-end machine learning workflow using Databricks and MLflow

Track, version, and manage models with Databricks Model Registry

Automate ML processes and CI/CD pipelines within the Databricks environment

Monitor model performance, detect data drift, and maintain ML solutions in production

Who This Course Is For

• Data Scientists and ML Engineers looking to validate their practical knowledge of Databricks-based ML systems

• Data Engineers transitioning into ML roles or collaborating on production pipelines

• AI/ML Consultants, Quantitative Analysts, and Technical Leads using Databricks for model experimentation, deployment, and monitoring

• Professionals pursuing Databricks Specialization in machine learning workflows

Data Scientists and ML Engineers looking to validate their practical knowledge of Databricks-based ML systems

Data Engineers transitioning into ML roles or collaborating on production pipelines

AI/ML Consultants, Quantitative Analysts, and Technical Leads using Databricks for model experimentation, deployment, and monitoring

Professionals pursuing Databricks Specialization in machine learning workflows

Exam Format (Official Databricks)

• Duration: 120 minutes

• Question Format: Multiple-choice and multiple-select

• Passing Score: 70%

• Proctored: Yes, taken online with remote proctoring

Duration: 120 minutes

Question Format: Multiple-choice and multiple-select

Passing Score: 70%

Proctored: Yes, taken online with remote proctoring

Frequently Asked Questions

Can I retake the practice tests?
Yes! You can retake them as many times as needed. Each attempt reshuffles the questions and answers for a fresh experience.

Are the questions timed?
Yes, each practice test simulates real conditions — you get 120 seconds per question.

Is there a passing score?
You need a score of 70% or higher to pass each test.

Are detailed explanations provided?
Absolutely. Each answer includes a well-written explanation so you understand the logic behind it.

Can I review my answers?
Yes. After submitting a test, you can review each question, your answer, and the correct answer with explanation.

Are the questions regularly updated?
Yes. We update the content frequently to align with any changes in the Databricks platform or exam focus areas.

Start Your Certification Journey Today

Don’t leave your preparation to chance. Master the skills, build confidence, and pass the Databricks Machine Learning Professional exam on your first attempt.

It’s highly recommended that you repeat the practice exams until you're consistently scoring 90% or above — that’s the best indicator that you’re ready.