MLE Google Cloud Professional Machine Learning Engineer
Cloud Certification Practice
Updated
What is the Google Cloud Professional Machine Learning Engineer (MLE)?
The Google Cloud Professional Machine Learning Engineer (MLE) is a professional-level certification from Google Cloud. This app has 480 original practice questions with detailed explanations, timed practice, and FSRS spaced repetition — all offline. Questions follow the previous exam outline; update in progress.
Professional Machine Learning Engineer exam facts (checked 2026-10-15)
- Questions
- 50–60 (multiple choice and multiple select)
- Duration
- 2 hours
- Passing score
- Not published by Google
- Exam fee
- USD 200
Source: Google Cloud Professional Machine Learning Engineer page, checked 2026-10-15. Vendors change fees and exam formats; confirm on the vendor page before you book.
What's in the MLE app
Prepare confidently for the Google Professional ML Engineer (GCP-MLE) exam. GCP-MLE Practice provides hundreds of carefully crafted practice questions.
◆ COMPREHENSIVE COVERAGE • practice sets covering all exam domains
◆ REALISTIC EXAM EXPERIENCE • Timed practice mode • Single and multiple-choice questions in exam format • Exam readiness score to track your progress
◆ SMART STUDY TOOLS • Detailed explanations for every question • Spaced-repetition flashcards powered by FSRS algorithm • Bookmarks for quick review • Personal notes on any question • Per-domain accuracy to identify weak areas
◆ MULTILINGUAL • Available in English, Japanese, Korean, German, and Portuguese
◆ PRIVACY & OFFLINE • Works completely offline — no internet required • No ads, no tracking
Start with free practice sets. Unlock all sets with a one-time purchase.
See the app in action
MLE exam guide domains (vendor)
Current domains and weights from the Google Cloud exam guide (checked 2026-10-15), shown as exam information. Questions follow the previous exam outline; update in progress.
| Domain | Weight |
|---|---|
| Architecting low-code AI solutions | 13%
|
| Collaborating within and across teams to manage data and models | 16%
|
| Scaling prototypes into ML models | 21%
|
| Serving and scaling models | 20%
|
| Automating and orchestrating ML pipelines | 18%
|
| Monitoring AI solutions | 13%
|
Domains in this app
Questions follow the previous exam outline; update in progress. Number of questions per domain of the outline the questions were written for (counted from the app's question data on 2026-10-15).
| Domain (previous outline) | Questions |
|---|---|
| Automating and orchestrating ML pipelines | 144 (30%) |
| Designing data preparation and processing systems | 104 (22%) |
| Developing ML models | 104 (22%) |
| Architecting ML solutions | 59 (12%) |
| Framing ML problems | 54 (11%) |
| Monitoring, optimizing, and maintaining ML solutions | 15 (3%) |
Why StudyKits for MLE
Practice by domain
Every question is tagged with an exam domain, and per-domain accuracy shows where you are weak.
Detailed explanations
Every question links the answer to the underlying service, doc, or framework — no fluff.
Timed practice
Timed practice sets in exam format (single and multiple choice), with an exam readiness score to track progress.
Fully offline
All questions ship with the app. No network needed after install — study on the subway, on a flight.
Free to start. Pro for the full bank.
One-time in-app purchase. No subscription, no auto-renewal.
Free
$0
Forever, no time limit
- First 3 question sets
- Detailed explanations
- Domain-by-domain accuracy
- No ads, no tracking
Pro
RecommendedOne-time
Per certification · price on the App Store / Google Play
- Full 480 bank
- Timed exam simulation
- Spaced-repetition flashcards
- Bookmarks + personal notes
- One purchase, no subscription
The price is shown on the App Store and Google Play in your local currency, including tax. Refunds follow the App Store / Google Play refund policy — see Terms.
MLE questions, answered
Who is the ML Engineer exam for?
What background is recommended?
How long should I study?
Is this app available now?
Does coverage include generative AI on Vertex?
Will the app test ML theory?
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Start practising MLE today
Free to start. Pro is a one-time in-app purchase per certification — see the App Store or Google Play for the price.