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| Certification Vendor: | Databricks |
|---|---|
| Exam Name: | Databricks Certified Machine Learning Professional Exam |
| Exam Number: | Databricks-Machine-Learning-Professional |
| Real Exam Qty: | 59 |
| Exam Duration: | 120 minutes |
| Certificate Validity Period: | 2 years |
| Related Certifications: | Databricks Certified Machine Learning Associate |
| Exam Price: | $200 USD |
| Available Languages: | English |
| Exam Format: | Multiple choice, Multi-select |
| Passing Score: | Not publicly disclosed (approximately 70%) |
| Recommended Training: | Machine Learning at Scale Advanced Machine Learning Operations |
| Exam Registration: | Databricks Certification Portal |
| Sample Questions: | ![]() |
| Exam Way: | Online proctored or in-person test center |
| Pre Condition: | No mandatory prerequisites; recommended: 6+ months hands-on experience with Databricks ML, SparkML, MLflow, and Python |
| Official Syllabus URL: | https://www.databricks.com/learn/certification/machine-learning-professional |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Model Development | 44% | - Scalable ML pipelines with SparkML - Advanced MLflow usage - Distributed training and hyperparameter tuning - Feature Store and automated feature pipelines |
| Topic 2: ML Ops | 44% | - Model monitoring and drift detection with Lakehouse Monitoring - Environment management with Databricks Asset Bundles - Automated retraining workflows - Testing and validation strategies |
| Topic 3: Model Deployment | 12% | - Model rollout and version management - Deployment strategies - Custom model serving |
Databricks Certified Machine Learning Professional is an official Databricks certification exam, registered under the code Databricks-Machine-Learning-Professional. Passing it earns the Databricks Certified Machine Learning Professional certification, positioned at the Professional level. It also connects to Databricks Certified Machine Learning Associate. Professional work increasingly demands professional proof, and this exam supplies exactly that.
The Databricks Certified Machine Learning Professional exam contains 59 questions to be answered within 120 minutes. The candidates who struggle most are rarely the least knowledgeable; they are the least rehearsed at time allocation. Practice full timed sessions in the PracticeTorrent engine, learn to flag and move on, and the official clock becomes a familiar companion instead of a threat.
Databricks Certified Machine Learning Professional requires Not publicly disclosed (approximately 70%) to pass, and official registration costs $200 USD. Since a retake bills the full $200 USD again, confirming readiness first is simply good economics. Run repeated scored sessions with the PracticeTorrent practice tests and schedule the exam once the passing line sits comfortably below your typical result.
No mandatory prerequisites; recommended: 6+ months hands-on experience with Databricks ML, SparkML, MLflow, and Python
Vendor policies do change, so verify the current requirements before you register via the official exam page.
Sign-up for Databricks Certified Machine Learning Professional is handled through the official channels below.
For your planning: the exam is delivered Online proctored or in-person test center.
Databricks recommends the following training for Databricks Certified Machine Learning Professional candidates.
Round out any training with the 193 practice questions in the PracticeTorrent Databricks-Machine-Learning-Professional package, because applied repetition is what turns coursework into a passing score.
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A 100% money-back guarantee protects your purchase under clear conditions. Take the Databricks Certified Machine Learning Professional exam within 60 days of purchase; if you fail, you may claim a full refund, provided the exam matches your product. Attempts within 3 days of purchase are ineligible, as are downloaded-but-unused products, free materials, and expired orders; the candidate name must match the payer name. Submit a scanned enrollment slip and the official Score Report PDF within 2 days of the exam, and claims are processed within 7 days. You may also choose an exchange: two other exam products of equal value, free, with the update service on your original purchase kept.
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Databricks Certified Machine Learning Professional covers 3 official domains. The largest include Model Development (44%), ML Ops (44%), and Model Deployment (12%). The full breakdown is in the topics section above; review it first and your study plan practically writes itself.
Which of the following is an obstacle related to streaming machine learning applications?
Correct Answer: B 🗳️
Explanation: Only visible for PracticeTorrent members. You can sign-up / login (it's free).
A machine learning engineer wants to programmatically create a new Databricks Job whose schedule depends on the result of some automated tests in a machine learning pipeline. Which Databricks tool can be used to programmatically create the Job?
Correct Answer: E 🗳️
Which MLflow command logs a trained model?
Correct Answer: A 🗳️
Explanation: Only visible for PracticeTorrent members. You can sign-up / login (it's free).
A machine learning engineer is monitoring categorical input variables for a production machine learning application. The engineer believes that missing values are becoming more prevalent in more recent data for a particular value in one of the categorical input variables. Which of the following tools can the machine learning engineer use to assess their theory?
Correct Answer: E 🗳️
A data scientist would like to switch from manually using MLflow logging to MLflow Autologging for all machine learning libraries used in a notebook.
They begin by adding mlflow.autolog()to the top of the below code block:
The data scientist is now trying to determine which line of code will kick off the MLflow Autologging process.
Which line of code within the above code block will start the MLflow Autologging process?
Correct Answer: C 🗳️
Explanation: Only visible for PracticeTorrent members. You can sign-up / login (it's free).
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