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MLE Google Cloud Professional Machine Learning Engineer

Cloud Certification Practice

Updated against the official MLE exam guide

900+
Questions
120 min
Exam length
$200
Exam cost

What is the Google Cloud Professional Machine Learning Engineer (MLE)?

The Google Cloud Professional Machine Learning Engineer (MLE) is a professional-level certification from GCP. The exam is 120 minutes long with 60 questions . The exam fee is $200 USD . StudyKits ships 900 questions mapped to the official exam blueprint, with detailed explanations, exam simulation, and FSRS spaced repetition — all offline.

Questions
60
Duration
120 min
Exam fee
$200
What you'll get

Everything you need to pass MLE

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 simulating the 120-minute exam • 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.

Screenshots

See the app in action

Exam blueprint

MLE domains covered

Question distribution mirrors the official exam blueprint.

Domain Weight
Architecting low-code AI solutions
0%
Collaborating within and across teams to manage data and models
0%
Scaling prototypes into ML models
0%
Serving and scaling models
0%
Automating and orchestrating ML pipelines
0%
Monitoring AI solutions
0%
Why this app

Why StudyKits for MLE

Domain-weighted practice

Question distribution mirrors the official exam blueprint, so weak areas surface fast.

Detailed explanations

Every question links the answer to the underlying service, doc, or framework — no fluff.

Realistic exam simulation

Timed sets match the real exam length, with a readiness score after each attempt.

Fully offline

All questions ship with the app. No network needed after install — study on the subway, on a flight.

Pricing

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

Recommended

$3.99

One-time per certification

  • Full 900 bank
  • Timed exam simulation
  • Spaced-repetition flashcards
  • Bookmarks + personal notes
  • Lifetime updates for MLE

Pricing shown in USD. Final price reflects your local App Store currency and tax. Refunds follow the App Store / Google Play refund policy — see Terms.

FAQ

MLE questions, answered

Who is the ML Engineer exam for?
Engineers shipping production ML on GCP. Heavy emphasis on Vertex AI, MLOps, and ML pipelines — not pure research.
What background is recommended?
3+ years of industry experience and 1+ year designing/managing ML solutions on GCP. Python fluency is essential.
How long should I study?
100–140 hours for engineers with prior ML work. More if Vertex AI is new to you.
When does this app launch?
On the StudyKits roadmap. Join the waitlist for a launch email.
Does coverage include generative AI on Vertex?
Yes — Vertex AI Studio, Gemini integration, and RAG patterns are in scope and covered.
Will the app test ML theory?
Light — enough to recognise a confusion matrix vs ROC curve, choose between regression / classification, etc. Deep theory is out of scope for this Professional cert.
Related reading

Articles about MLE

Up next

Other GCP certifications

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