Comparison

Cloud Computing Beginner vs Machine Learning Engineer Exam

Price, ratings, monetisation and update history for both apps, side by side โ€” with what reviewers say about each.

Head to head
About

Cloud Computing Beginner

Features
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Theory and Examples of Cloud Computing - Explanatory Videos - Graphic Illustrations - Theory as well as example scenarios - Learn at your own pace - Up to date content streamed on demand - New lessons constantly added Concepts applicable to all major cloud computing providers: - Amazon Web Services (AWS) - Google Cloud Platform (GCP) - Microsoft Azure Covers: - What cloud computing is - Scenario where it is applicable - What cloud computing isn't - Scenario where it is not applicable - Identity and Access Management (IAM) Initial versions may occasionally allow paid videos to be watched free of charge for a limited time.

About

Machine Learning Engineer Exam

Prepare for the GCP Professional Machine Learning Engineer certification with comprehensive quizzes and practice exams. Master ML concepts on GCP, from data preparation to model deployment and operations. Includes cheat sheets and interview questions.

Highlights
  • Hundreds of quizzes and practice exams
  • Covers ML on GCP topics
  • Machine Learning Basics and Advanced
  • Cheat sheets and interview questions
  • Latest ML news
  • Scorecard and countdown timer
Features
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Practice for the Professional Machine Learning Engineer exam with questions written to the current exam guide, which renamed the platform it covers: Vertex AI is now the Gemini Enterprise Agent Platform. Most prep material still uses the old names. This bank uses the new ones throughout. 100 PRACTICE QUESTIONS INCLUDED, 150 WITH THE UNLOCK The app includes 100 questions across all six exam domains. A one-time in-app purchase unlocks the full bank of 150 questions. Your progress and history are kept. ALL SIX EXAM DOMAINS - Architecting low-code AI solutions: BigQuery ML, Agent Platform AutoML, Model Garden, the industry APIs - Collaborating to manage data and models: Feature Store, Workbench, Colab Enterprise, Experiments, ML Metadata - Scaling prototypes: custom training, hyperparameter tuning, TPUs and GPUs, data versus model parallelism, fine-tuning foundation models - Serving and scaling: batch versus online inference, Model Registry, custom containers, canary and A/B rollouts, private endpoints - Automating and orchestrating: Agent Platform Pipelines, Managed Service for Apache Airflow, Ray, CI/CD/CT - Monitoring: data drift, concept drift, training-serving skew, feature attribution drift, Model Armor, responsible AI EVERY OPTION EXPLAINED, NOT JUST THE RIGHT ONE Each question explains why the correct answer is correct and why each distractor is wrong. When several options look plausible, knowing why the near-miss fails is most of the skill. WRITTEN TO THE REAL WEIGHTINGS The exam guide weights its six sections from 13% to 21%. The bank is balanced to match, so your practice time lands where the exam spends its questions. WORKS OFFLINE Everything ships inside the app. Nothing streams and there is no account, so it works the same in airplane mode as on full signal. ALSO INCLUDED - Exam Pace Timer: an optional countdown that never locks you out or auto-submits. - Daily study reminder, if you want one, scheduled on your device. - Progress tracking: streaks, best scores and full history, stored on your device. - No account, no sign-up, no ads. This app is an independent study aid and is not affiliated with, endorsed by, or sponsored by Google LLC. Google Cloud is a trademark of Google LLC.

Screenshots

Cloud Computing Beginner3 screens
Machine Learning Engineer Exam3 screens

Verdict

The call

The clearest difference is update cadence: Cloud Computing Beginner at fortnightly against Machine Learning Engineer Exam's every 28 months. Cloud Computing Beginner also leads on iOS requirement (12.0 vs 16.0). On price, ads, in-app purchases and device support there is nothing between them.

Scored on Price ยท Rating ยท Positive reviews ยท Number of ratings ยท Update frequency ยท Ads ยท In-app purchases ยท Monetization ยท Best chart rank ยท Devices ยท Requires iOS

CostPrice ยท In-app purchases ยท Ads ยท Monetization

Both are free to download. Cloud Computing Beginner sells 6 one-off in-app purchases and Machine Learning Engineer Exam sells 1 one-off in-app purchase. Whichever you choose, the download price is not the number that matters.

UpkeepUpdate frequency

Cloud Computing Beginner ships an update fortnightly, Machine Learning Engineer Exam every 28 months. The most recent releases landed on October 7, 2026 and October 29, 2026 respectively.

Scorecard2 real differences ยท 6 level
Cloud Computing Beginner versus Machine Learning Engineer Exam: the parameters behind the verdict, then further details
ParameterCloud Computing BeginnerMachine Learning Engineer Exam
PriceFreeFree
Positive reviewsโ€”100.0% of reviews
Update frequencyFortnightly โ€” betterEvery 28 months
AdsNoNo
In-app purchasesYesYes
Monetizationโ€”Paid
DevicesiPhone, iPad, iPod โ€” betteriPhone, iPad
Requires iOS12.0 โ€” better16.0
Further details โ€” not scored
Size50 MB1 MB
Age rating4+4+
DeveloperADIMPRESSION PTE. LTD.DjamgaTech Corp

In-app purchases

6 purchases

Cloud Computing Beginner

One-time6
  • A practical example$0.99
  • An impractical venture$0.99
  • A cautionary message$0.99
Show 3 more
  • A simple introduction$0.99
  • A security risk$0.99
  • Complete Semester 1$1.99
1 purchases

Machine Learning Engineer Exam

One-time1
  • Full Question Bank$9.99

Questions

Is Cloud Computing Beginner free?
Cloud Computing Beginner is free to download, with in-app purchases available.
Is Machine Learning Engineer Exam free?
Machine Learning Engineer Exam is free to download, with in-app purchases available.
Do Cloud Computing Beginner or Machine Learning Engineer Exam have ads?
Neither Cloud Computing Beginner nor Machine Learning Engineer Exam shows ads.
Which is updated more often, Cloud Computing Beginner or Machine Learning Engineer Exam?
Cloud Computing Beginner ships an update fortnightly, and Machine Learning Engineer Exam every 28 months. Most recently, Cloud Computing Beginner was updated on October 7, 2026 and Machine Learning Engineer Exam on October 29, 2026.

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