Comparison

AWS Machine Learning Exam vs ML Engineer Assoc Prep

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

Head to head
About

AWS Machine Learning Exam

Features
Read full description

Prepare for AWS Certified Machine Learning Engineer - Associate (MLA-C01) with focused practice for building, deploying, monitoring, and maintaining machine learning solutions on AWS. AWS Machine Learning Exam includes 30 practice exam sets and 1,950 original one-best-answer questions. Each 65-question set helps you practice data preparation, model development, deployment, orchestration, monitoring, maintenance, and ML security. WHAT YOU'LL PRACTICE: β€’ Data ingestion, preparation, transformation, and feature engineering β€’ Machine learning model development and evaluation β€’ Model deployment, orchestration, and production workflows β€’ Monitoring, maintenance, governance, and troubleshooting β€’ Security and access controls for machine learning workloads STUDY AND REVIEW: β€’ Work through machine learning scenario questions β€’ See correct and incorrect results immediately after answering β€’ Review clear explanations after answering β€’ Save useful questions and revisit them later β€’ Continue from your latest study position β€’ Set optional study reminders UNDERSTAND YOUR RESULTS: β€’ View progress across all 30 exam sets β€’ Open detailed reports for completed attempts β€’ Filter question results by correct, incorrect, unanswered, or saved status β€’ Return directly to individual questions from a report β€’ Retake an exam when you are ready to try again Terms of use: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/

About

ML Engineer Assoc Prep

Prepare for the AWS Certified Machine Learning Engineer - Associate exam with practice questions, detailed explanations, and study tools. This app offers a realistic exam experience and works offline, with no ads or tracking.

Highlights
  • Hundreds of practice questions
  • Detailed explanations and study guide
  • Timed practice mode
  • Spaced-repetition flashcards
  • Offline functionality
  • Multilingual support
Features
Read full description

This application is an independent exam preparation resource and is not affiliated with, endorsed by, sponsored by, or associated with Amazon Web Services, Inc. (AWS) or any of its subsidiaries. MLA-C01 (AWS Certified Machine Learning Engineer - Associate) is a registered trademark of Amazon.com, Inc. Prepare confidently for the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam. ML Prep provides hundreds of carefully crafted practice questions covering all four exam domains. β—† COMPREHENSIVE COVERAGE β€’ practice sets covering all exam domains β€’ Data Preparation for ML (28%) β€’ ML Model Development (26%) β€’ Deployment and Orchestration (22%) β€’ ML Monitoring, Maintenance & Security (24%) β—† REALISTIC EXAM EXPERIENCE β€’ Timed practice mode simulating the 170-minute exam β€’ Single and multiple-choice questions in exam format β€’ Domain-weighted question distribution matching the real exam β€’ Exam readiness score to track your progress β—† SMART STUDY TOOLS β€’ Detailed explanations with AWS services and best practices β€’ Spaced-repetition flashcards powered by FSRS algorithm β€’ Bookmarks for quick review β€’ Personal notes on any question β€’ Per-domain accuracy to identify weak areas β€’ Shuffle mode for varied practice β—† STUDY GUIDE β€’ Complete guide covering all exam topics β€’ SageMaker, Bedrock, Feature Store, Model Monitor β€’ Data pipelines, feature engineering, hyperparameter tuning β€’ MLOps, model deployment, drift detection, security β—† MULTILINGUAL β€’ Available in English, Japanese, Korean, German, and Portuguese β€’ Switch language anytime in settings β—† PRIVACY & OFFLINE β€’ Works completely offline β€” no internet required β€’ Your progress stays on your device β€’ No ads, no tracking Start with free practice sets. Unlock all sets with a one-time purchase β€” no subscription.

Screenshots

AWS Machine Learning Exam4 screens
ML Engineer Assoc Prep4 screens

Verdict

The call

The clearest difference is ads: ML Engineer Assoc Prep at none against AWS Machine Learning Exam's shown. ML Engineer Assoc Prep also leads on device support (4 vs 2) and iOS requirement (13.0 vs 16.4). AWS Machine Learning Exam's advantage is update cadence (every 10 days vs every 5 weeks). On price and in-app purchases there is nothing between them.

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

CostPrice Β· In-app purchases Β· Ads Β· Monetization

Both are free to download. AWS Machine Learning Exam sells 3 in-app purchases, starting at $1.99 per 7 days and ML Engineer Assoc Prep sells 1 one-off in-app purchase. Whichever you choose, the download price is not the number that matters.

UpkeepUpdate frequency

AWS Machine Learning Exam ships an update every 10 days, ML Engineer Assoc Prep every 5 weeks. The most recent releases landed on November 8, 2026 and November 5, 2026 respectively.

Scorecard4 real differences Β· 4 level
AWS Machine Learning Exam versus ML Engineer Assoc Prep: the parameters behind the verdict, then further details
ParameterAWS Machine Learning ExamML Engineer Assoc Prep
PriceFreeFree
Positive reviewsβ€”100.0% of reviews
Update frequencyEvery 10 days β€” betterEvery 5 weeks
AdsYesNo β€” better
In-app purchasesYesYes
Monetizationβ€”Free with in-app purchases
DevicesiPhone, iPadiPhone, iPad, iPod, Mac β€” better
Requires iOS16.413.0 β€” better
Further details β€” not scored
Size84 MB89 MB
Age rating4+4+
DeveloperKoray SalmanAITYTECH

In-app purchases

3 purchases

AWS Machine Learning Exam

Subscriptions3
  • Subscription - Weekly$1.997 Days
  • Subscription - Monthly$5.991 Month
  • Subscription - Yearly$29.991 Year
1 purchases

ML Engineer Assoc Prep

One-time1
  • Premium - Lifetime$3.99

Questions

Is AWS Machine Learning Exam free?
AWS Machine Learning Exam is free to download, with in-app purchases available.
Is ML Engineer Assoc Prep free?
ML Engineer Assoc Prep is free to download, with in-app purchases available.
Do AWS Machine Learning Exam or ML Engineer Assoc Prep have ads?
AWS Machine Learning Exam shows ads; ML Engineer Assoc Prep does not.
Which is updated more often, AWS Machine Learning Exam or ML Engineer Assoc Prep?
AWS Machine Learning Exam ships an update every 10 days, and ML Engineer Assoc Prep every 5 weeks. Most recently, AWS Machine Learning Exam was updated on November 8, 2026 and ML Engineer Assoc Prep on November 5, 2026.

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