Comparison

AWS Cloud Practitioner vs Machine Learning Engineer Exam

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

Head to head
About

AWS Cloud Practitioner

Prepare for the AWS Cloud Practitioner exam with a structured 30-day plan. This app offers daily practice tests with 15 questions each, designed to build confidence and ensure exam success. Track your progress and be ready to pass your certification.

Highlights
  • 30-day structured learning plan
  • Daily practice tests
  • 15 questions per test
  • Progress tracking
  • Confidence building
  • Exam simulation
Features
Read full description

We believe anyone can pass the AWS Cloud Practitioner exam by having a solid plan and using proper tools for preparation. Most people delay this valuable career goal because they are not confident enough to take the exam. Some people give it up after failing their first attempt. This app provides you a solid learning plan where you can confidently take the exam in 30 days. It helps you to learn, practice, prepare and build confidence.  You have to take just one practice test a day. Each test has 15 questions and takes only 15 minutes. The questions are with similar difficulty as the real exam. You can review and measure your progress after every test. By the end of 30 days, you have practiced 450 questions. Plan your real exam on the 31st day, and we guarantee that you'll be passing it with flying colors. Good luck!

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
Read full description

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

AWS Cloud Practitioner4 screens
Machine Learning Engineer Exam3 screens

Verdict

The call

The clearest difference is review sentiment: Machine Learning Engineer Exam at 100% against AWS Cloud Practitioner's 50%. Machine Learning Engineer Exam also leads on price (Free vs $4.99). AWS Cloud Practitioner's advantage is in-app purchases (none vs 1) and iOS requirement (14.0 vs 16.0). On update cadence, ads, monetization model and device support there is nothing between them.

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

CostPrice · In-app purchases · Ads · Monetization

Machine Learning Engineer Exam is free to download; AWS Cloud Practitioner costs $4.99 up front. Machine Learning Engineer Exam sells 1 one-off in-app purchase. AWS Cloud Practitioner asks for nothing beyond the download.

UpkeepUpdate frequency

AWS Cloud Practitioner ships an update every 41 months, Machine Learning Engineer Exam every 28 months. The most recent releases landed on November 3, 2026 and November 7, 2026 respectively.

Scorecard4 real differences · 6 level
AWS Cloud Practitioner versus Machine Learning Engineer Exam: the parameters behind the verdict, then further details
ParameterAWS Cloud PractitionerMachine Learning Engineer Exam
Price$4.99Free — better
Rating1.0 (1 ratings) — better—
Positive reviews50.0% of reviews100.0% of reviews — better
Number of ratings1 — better—
Update frequencyEvery 41 monthsEvery 28 months — better
AdsNoNo
In-app purchasesNo — betterYes
MonetizationPaidPaid
DevicesiPhone, iPodiPhone, iPad
Requires iOS14.0 — better16.0
Further details — not scored
Size29 MB1 MB
Age rating4+4+
DeveloperNeural NetDjamgaTech Corp

Customer experience

AWS Cloud Practitioner

All ratings1 ratings
Positive0.0%
Neutral0.0%
Negative100.0%
Written reviews2 reviews
Positive50.0%
Neutral0.0%
Negative50.0%

Machine Learning Engineer Exam

Written reviews1 reviews
Positive100.0%
Neutral0.0%
Negative0.0%

In-app purchases

None

AWS Cloud Practitioner

No in-app purchases

1 purchases

Machine Learning Engineer Exam

One-time1
  • Full Question Bank$9.99

Questions

Is AWS Cloud Practitioner free?
AWS Cloud Practitioner costs $4.99, with no in-app purchases.
Is Machine Learning Engineer Exam free?
Machine Learning Engineer Exam is free to download, with in-app purchases available.
Do AWS Cloud Practitioner or Machine Learning Engineer Exam have ads?
Neither AWS Cloud Practitioner nor Machine Learning Engineer Exam shows ads.
Which is updated more often, AWS Cloud Practitioner or Machine Learning Engineer Exam?
AWS Cloud Practitioner ships an update every 41 months, and Machine Learning Engineer Exam every 28 months. Most recently, AWS Cloud Practitioner was updated on November 3, 2026 and Machine Learning Engineer Exam on November 7, 2026.

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