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CDP Machine Learning Engineer
The Cloudera CDP Machine Learning Engineer certification validates expertise in designing, deploying, and operationalizing machine learning models on the Cloudera Data Platform (CDP)
- 90 min
- 60% to pass
- 45 bank questions
- 4 domains
Exam syllabus, organized by domain
The official Cloudera blueprint, with the real weight each domain carries on test day.
Try a real question
Answer one question from the live bank. Grading happens on our servers, so the answer key never reaches the page.
Try a real question
Sample CDP Machine Learning Engineer exam question
Answer this question the same way you would on exam day. No sign-up needed — one random question, three tries to swap it out.
A financial institution ingests real-time transaction data for ML-powered fraud detection. The data must support low-latency updates and be queryable by Impala for feature engineering. The current pipeline uses Hive ORC tables with daily batch loads. Which CDP source modification should an engineer prioritize to meet the low-latency requirement while maintaining SQL access?
Exam facts at a glance
Every figure below comes from the certification record or from the question bank itself.
- Time limit
- 90 minutes
- Passing score
- 60%
- Domains
- 4
- Questions in our bank
- 45
- Level
- ASSOCIATE
- Measured complexity
- 2.1 / 10
- Question mix
- 16 single · 16 multi · 13 interactive
Where the hard questions actually are
We score every question in the bank 1-10 on a reproducible formula. Below is the per-domain breakdown.
- Data Engineering for ML11 questions · complexity 2.0/10 · Gentle
36% multi-select · 0% scenario · 27% interactive
- Machine Learning Operations (MLOps)9 questions · complexity 2.4/10 · Gentle
44% multi-select · 0% scenario · 33% interactive
- Machine Learning Pipeline Design14 questions · complexity 2.0/10 · Gentle
36% multi-select · 0% scenario · 29% interactive
- Model Deployment and Serving11 questions · complexity 2.0/10 · Gentle
36% multi-select · 0% scenario · 27% interactive
Read the questions before you take them
The question bank with the correct answer and a written explanation for every item.
Frequently asked questions
What you need to know before attempting the CDP Machine Learning Engineer certification.