Free reasoning-led diagnostic
Databricks Certified Machine Learning Professional Mock Exam & Readiness Assessment
A free 30-question diagnostic for Databricks Certified Machine Learning Professional. Answer at your own pace, then review a domain-by-domain readiness signal with fully explained reasoning for every question.
The full practice exam is currently free — see today's offer ↓.
- 30 Questions
- 30 Single-Answer / 0 Multi-Answer
- 3 Domains
- 61 minutes (~2 minutes per question based on the official exam)
Who This Diagnostic Is For
This assessment is for learners preparing for Databricks Certified Machine Learning Professional who want an honest, evidence-based signal of where they stand today. Every question is original CertShield content, technically validated against current official documentation (Live version effective September 30, 2025) and peer-reviewed by subject-matter experts before publication.
What It Measures
| Domain | Questions |
|---|---|
| MLOps | 13 |
| Model Deployment | 4 |
| Model Development | 13 |
Limitations of this diagnostic: 30 questions cannot cover every exam objective with equal depth. Domains with fewer than three questions are labelled "Limited evidence" in your results and can never cause a readiness downgrade on their own. This is not an official exam, an accredited course, or a pass-rate prediction.
Technically validated: Completed August 19, 2026 against the official Databricks Certified Machine Learning Professional exam guide (live version effective September 30, 2025) and current Databricks/Spark/MLflow documentation. See the assessment methodology for how scoring, confidence and readiness safeguards work.
About the Official Databricks Certified Machine Learning Professional Exam
Sourced directly from the official Databricks Certified Machine Learning Professional Exam Guide — Live version effective September 30, 2025.
- Questions
- 59 scored multiple-choice questions
- Time Limit
- 120 minutes
- Passing Score
- Not publicly disclosed by Databricks
- Registration Fee
- $200
- Delivery
- Online-proctored
- Validity
- 2 years, with a full retake required to recertify
Official exam domains this diagnostic mirrors:
- Model Development
- MLOps
- Model Deployment
Who this certification is for:
Databricks' own exam guide describes the ideal candidate as someone who can design, implement, and manage enterprise-scale machine learning solutions — building scalable ML pipelines with SparkML, implementing distributed training and hyperparameter tuning, and applying MLOps practices including testing, automated retraining, and production monitoring.
Unscored calibration questions may appear on the real exam; extra time is already factored in to account for them.
Frequently Asked Questions
How many questions are on the Databricks Certified Machine Learning Professional exam?
59 scored multiple-choice questions
How long is the Databricks Certified Machine Learning Professional exam?
120 minutes
What is the passing score for Databricks Certified Machine Learning Professional?
Not publicly disclosed by Databricks
How much does the Databricks Certified Machine Learning Professional exam cost?
$200
What topics are covered in the Databricks Certified Machine Learning Professional exam?
The exam covers Model Development, MLOps, and Model Deployment.
Who is the Databricks Certified Machine Learning Professional exam for?
Databricks' own exam guide describes the ideal candidate as someone who can design, implement, and manage enterprise-scale machine learning solutions — building scalable ML pipelines with SparkML, implementing distributed training and hyperparameter tuning, and applying MLOps practices including testing, automated retraining, and production monitoring.
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