Certified Machine Learning Associate
Certified Machine Learning Associate
An Associate-level exam on the Databricks Machine Learning track, covering MLflow, Feature Engineering, Model Training, and more, rated Medium in difficulty, recommended for candidates with at least 6 months of hands-on experience, consisting of 30 questions in 90 minutes. Prepare with professionally curated practice questions and walk into exam day with confidence.
One-time payment · 30+ questions · Instant PDF download
Exam Details
- Time Limit
- 90 min
- Passing Score
- 70%
- Exam Questions
- 30
- Exam Fee
- $200
- Format
- multiple-choice
- Difficulty
- Medium
- Exp. Needed
- 6 months
- Cert Valid
- 2 yr
- Free Questions
- 5
- Languages
- English
What the Certified Machine Learning Associate Exam Covers
5 official domains
MLflow 25%
Feature Engineering 20%
Model Training 20%
Model Evaluation 20%
Model Deployment 15%
Who Should Take This
Certified Machine Learning Associate target roles
Certification Path
Associate · Databricks Machine Learning
| Prerequisites | None |
|---|---|
| Current Exam | Certified Machine Learning Associate |
| Next Step | Certified Machine Learning Professional |
Certified Machine Learning Associate exam guide
How hard is the Certified Machine Learning Associate exam?
The Certified Machine Learning Associate is rated medium in difficulty, most candidates prepare with at least 6 months of hands-on experience. Difficulty varies with your existing hands-on practice, so use the sample questions on this page to gauge where you stand before booking the real test.
How long should you study for the Certified Machine Learning Associate?
A practical plan for this difficulty level is 8–12 weeks of focused study at one to two hours a day. Split the time across the official domains below, finish each domain with practice questions, and reserve the final two weeks for full-length timed practice and review of missed questions.
What is the Certified Machine Learning Associate exam format?
Expect around 30 questions, 90 minutes to complete, formats include multiple-choice, the official exam fee is $200 USD. It is offered in English. Check your local testing provider for delivery options and any regional pricing differences.
Who should take the Certified Machine Learning Associate exam?
This is a associate-level certification, typical target roles include ml engineer, data scientist, mlops engineer. If the role you are aiming for appears on that list, the credential is a direct investment in your next job move rather than a general-purpose certificate.
What comes after the Certified Machine Learning Associate?
Candidates who pass usually continue with Certified Machine Learning Professional, this exam sits on the Databricks Machine Learning track. Map the whole path before you start studying so each certificate builds on the previous one instead of repeating the same ground.
How do you renew the Certified Machine Learning Associate certification?
The certification remains valid for 2 years, renewal is possible via pass current exam version. Plan the renewal before the expiry date so the credential never lapses on your CV or job application.
Certification FAQ
Other ways to test for Certified Machine Learning Associate
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