CertificationPractice + Mock

Google Cloud Professional ML Engineer

GCP MLE — design, build, productionise ML solutions on GCP

120
Minutes
20
Questions
14,580
Learners
62%
Pass mark
★ Start here · Official guidance

From practice to the real exam

Verified sources
01
Confirm experience
Google recommends 3+ years industry experience, including 1+ year designing and managing ML solutions using Google Cloud. Strong fit for ML engineers and MLOps practitioners.
02
Read the exam guide
Six sections: architecting low-code ML, collaborating, scaling prototypes, serving and scaling models, automating ML pipelines, monitoring ML solutions.
03
Take the learning path
Google Cloud Skills Boost "Professional ML Engineer" path covers Vertex AI, AutoML, BigQuery ML, TensorFlow on GCP, and MLOps.
04
Schedule via Kryterion
50–60 questions, 2 hours, USD 200. Online proctored or test centre.
05
Renew every 2 years
Professional-level credentials are valid for 2 years. Recertify by passing the current exam.
Official resources
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Exam blueprint

What this exam covers

5 topics · 20 questions in the bank
Topic weights below mirror the real exam blueprint. To practise any single topic, use the Your study path panel on the right.
01Modelling
35%7 questions
02MLOps
30%6 questions
03ML problem framing
20%4 questions
04Vertex AI
20%4 questions
05Data preparation
15%3 questions
The experience

What to expect on test day

Timed simulation
Every mock runs under real exam time pressure. No pauses, no hints — exactly like the day.
Randomised questions
Every attempt draws fresh questions. You cannot memorise your way to a pass — you have to understand.
Integrity monitoring
Tab switches are logged in mock mode. Three switches auto-submits — same discipline as a real proctor.
Detailed results
Topic-by-topic breakdown, every answer explained, and a personalised 5-day study plan when you finish.
How to prepare

Certification study playbook

Four habits that move the needle most — pulled from how high-scorers actually study.

01
Start with the official exam blueprint — it tells you exactly what each domain carries.
02
Hands-on practice is irreplaceable for technical certifications — labs over reading.
03
Understand why answers are correct, not just memorise them — the real exam paraphrases.
04
Book your exam before you feel 100% ready. A fixed date forces real discipline.