Comparison

AWS Machine Learning Engineer vs ML Associate·GenAI Pro Prep

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

Head to head
About

AWS Machine Learning Engineer

Features
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AWS ML Engineer Associate MLA-C01 practice tests and exam prep for 2026. Why ExamCert.App ? Online Mock Exam (Just like a real exam) Up-to-date questions, reviewed and refreshed regularly. Lifetime access & lifetime updates Quality Question with explanation (Just like real questions) 24/7 Chat & Email Support Your journey to become AWS Certified Machine Learning Engineer – Associate (MLA-C01) The domains and their respective weightings are as follows: Domain 1: Data Preparation for Machine Learning (28%) Domain 2: ML Model Development (26%) Domain 3: Deployment and Orchestration of ML Workflows (22%) Domain 4: ML Solution Monitoring, Maintenance, and Security (24%) WHY CHOOSE OUR APP? 1000+ Practice Questions - Expertly crafted questions covering all exam objectives Detailed Explanations - Understand the "why" behind every answer Multiple Question Types - Single choice, multiple choice, drag-and-drop, and more Offline Mode - Study anywhere, anytime without internet connection Progress Tracking - Monitor your improvement with detailed statistics Study Guide - Comprehensive reading materials for each exam domain Exam Guide - Comprehensive official materials exam guide Daily Reminders - Stay on track with customizable study notifications STUDY MODES Practice Mode - Learn at your own pace with instant feedback Exam Simulation - Timed tests that mirror the real exam experience Review Mode - Focus on questions you've answered incorrectly Bookmarks - Save difficult questions for later review Performance Analytics - Track your readiness across all domains PREMIUM FEATURES Unlock the full potential of your exam preparation with Premium access: • Access to ALL 1000+ practice questions • Complete Study Guide with in-depth explanations • Unlimited exam simulations • Priority updates with new questions DISCLAIMER AWS, Amazon Web Services and MLA-C01 are trademarks or registered trademarks of Amazon.com, Inc. or its affiliates. All other trademarks are the property of their respective owners. The practice questions and study materials contained in this application are created independently for educational and exam preparation purposes only. They are designed to help candidates prepare for the certification exam and do not represent actual exam questions from Amazon. Exam results depend on individual preparation, understanding of the material, and performance on the actual examination. The information provided in this application is for general educational purposes. While we strive to keep content accurate and up-to-date, we make no representations or warranties of any kind, express or implied, about the completeness, accuracy, reliability, or suitability of the information. By using this application, you acknowledge that you have read and understood this disclaimer. For official exam information, objectives, and policies, please visit the official AWS Learn website. This application is an independent study tool and is NOT affiliated with, endorsed by, sponsored by, or in any way officially connected with Amazon Web Services (AWS), Amazon.com, Inc., or any of its subsidiaries or affiliates.

About

ML Associate·GenAI Pro Prep

Features
Read full description

Keep studying across your phone, tablet and desktop. Use your phone on the move and a tablet or desktop when you want more room to study. Connect the same StudyCert account to continue your learning in the app and on the desktop web. Includes 1000 practice questions across 2 exams. 1. Prepare for AWS Certified Machine Learning Engineer - Associate (MLA-C01) with 500 practice questions and 160 key terms. Study coverage · 4 areas: Data Preparation for Machine Learning (ML) · ML Model Development · Deployment and Orchestration of ML Workflows · ML Solution Monitoring, Maintenance, and Security Content languages: Korean, English, Japanese. Counts: English materials. 2. Prepare for AWS Certified Generative AI Developer – Professional with 500 practice questions and 151 key terms. Study coverage · 5 areas: Foundation Model Integration, Data Management, and Compliance · Implementation and Integration · AI Safety, Security, and Governance · Operational Efficiency and Optimization for GenAI Applications · Testing, Validation, and Troubleshooting Content languages: English, Korean, Japanese. Counts: English materials. 1. Learn the basic terms Use flashcards for meanings, exam context and selection criteria. Mark known and unfamiliar terms for focused review. 2. Practice and read the explanations Study by exam-specific set, domain or difficulty. Read answer and option explanations; use unfinished and wrong-answer filters, shuffle, a timer and session resume. Practice in sets of 50 questions for each exam. 3. Review mistakes Revisit bookmarks, recent errors and repeated mistakes. Use glossary reports, weak-area analysis and study history to plan revision. 4. Check readiness with a timed mock Use each exam’s settings below, then review results, domain scores and mistakes. Mock questions / time limit (minutes), by exam: 1: 65 / 130; 2: 75 / 180 Tools that fit your study routine Audio study and autoplay are optional. Listen to terms and meanings and adjust repeats and pauses. Continue your routine with a study calendar, weekly goals, reminders and themes. Content, features, languages and paid access are specific to each exam. Check the included content and price before purchasing. This is an independent study aid, not an official, affiliated or endorsed app of any exam administrator or certification body. Exam names and trademarks belong to their respective owners.

Screenshots

AWS Machine Learning Engineer4 screens
ML Associate·GenAI Pro Prep4 screens

Verdict

The call

The clearest difference is update cadence: ML Associate·GenAI Pro Prep at every 5 days against AWS Machine Learning Engineer's every 3 weeks. On price, ads, in-app purchases 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

Both are free to download. AWS Machine Learning Engineer sells 2 one-off in-app purchases and ML Associate·GenAI Pro Prep sells 4 one-off in-app purchases. Whichever you choose, the download price is not the number that matters.

UpkeepUpdate frequency

AWS Machine Learning Engineer ships an update every 3 weeks, ML Associate·GenAI Pro Prep every 5 days. The most recent releases landed on November 5, 2026 and November 10, 2026 respectively.

Scorecard1 real difference · 5 level
AWS Machine Learning Engineer versus ML Associate·GenAI Pro Prep: the parameters behind the verdict, then further details
ParameterAWS Machine Learning EngineerML Associate·GenAI Pro Prep
PriceFreeFree
Update frequencyEvery 3 weeksEvery 5 days — better
AdsNoNo
In-app purchasesYesYes
DevicesiPhone, iPad, iPodiPhone, iPad, iPod
Requires iOS15.0 — better15.1
Further details — not scored
Size45 MB205 MB
Age rating4+4+
DeveloperEXAMCERT PTY LTDCHOI SEONGMIN

In-app purchases

2 purchases

AWS Machine Learning Engineer

One-time2
  • 200 AI Credits$1.99
  • Unlock Premium$5.99
4 purchases

ML Associate·GenAI Pro Prep

One-time4
  • AWS MLA ML Engineer 시험 추가구매 할인$2.49
  • AWS AIP GenAI Develope 추가구매 할인$2.49
  • AWS AIP GenAI Developer$4.99
Show 1 more
  • MLA Lifetime Access$4.99

Questions

Is AWS Machine Learning Engineer free?
AWS Machine Learning Engineer is free to download, with in-app purchases available.
Is ML Associate·GenAI Pro Prep free?
ML Associate·GenAI Pro Prep is free to download, with in-app purchases available.
Do AWS Machine Learning Engineer or ML Associate·GenAI Pro Prep have ads?
Neither AWS Machine Learning Engineer nor ML Associate·GenAI Pro Prep shows ads.
Which is updated more often, AWS Machine Learning Engineer or ML Associate·GenAI Pro Prep?
AWS Machine Learning Engineer ships an update every 3 weeks, and ML Associate·GenAI Pro Prep every 5 days. Most recently, AWS Machine Learning Engineer was updated on November 5, 2026 and ML Associate·GenAI Pro Prep on November 10, 2026.

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