Machine Learning Engineer GCP vs AI, ML & Data Cert Exam Prep
Price, ratings, monetisation and update history for both apps, side by side ā with what reviewers say about each.
Machine Learning Engineer GCP
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Google Cloud Professional Machine Learning Engineer practice tests & exam prep. 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 Ready to Pass Google Professional Machine Learning Engineer? Section 1 ā Architecting Low-Code AI Solutions (~13%) Section 2 ā Collaborating Within and Across Teams to Manage Data and Models (~16%) Section 3 ā Scaling Prototypes into ML Models (~18%) Section 4 ā Serving and Scaling Models (~19%) Section 5 ā Automating and Orchestrating ML Pipelines (~21%) Section 6 ā Monitoring ML Solutions (~14%) 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 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 SUPPORT Have questions or feedback? Contact us at support@examcert.app Privacy Policy: https://www.examcert.app/privacy Terms of Service: https://www.examcert.app/terms DISCLAIMER All content provided in this application is for educational and practice purposes only. The practice questions and study materials are designed to help candidates prepare for the Google Professional Machine Learning Engineer certification exam and do not represent actual exam questions from Google Cloud. This app does not guarantee that users will pass the Google Professional Machine Learning Engineer exam. Exam results depend on individual preparation, experience, and understanding of the subject matter. All trademarks, service marks, trade names, and logos referenced herein belong to their respective owners. Any reference to Google Cloud, Professional Machine Learning Engineer, or related certification programs is purely for descriptive purposes. By using this application, you acknowledge and agree that the developers are not responsible for any exam outcomes or certification decisions made by Google Cloud. This application is an independent exam preparation resource and is not affiliated with, endorsed by, sponsored by, or associated with Google LLC or any of its subsidiaries. Professional Machine Learning Engineer is a registered trademark of Google LLC.
AI, ML & Data Cert Exam Prep
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Break into AI and data engineering - and prove it. AI & Data Cert Exam Prep is the first iOS app to bundle the industry's fastest-growing certifications with a full study system: questions, mock exams, flashcards, Reels, and hands-free audio, all offline. WHAT YOU GET ⢠66,584 practice questions, every one with a written explanation ⢠Full-length, timed mock exams matched to each blueprint ⢠16,500 spaced-repetition flashcards ⢠3,300 swipeable Reels - bite-size concepts for fast review ⢠Hands-free Audio Mode - learn while you commute or work out ⢠4,400 concept & glossary cards ⢠Objective-weighted analytics that pinpoint weak areas ⢠100% offline after download EXAMS COVERED (one purchase unlocks all 11) ⢠AWS Certified AI Practitioner (AIF-C01) - foundational AI/ML, generative AI, responsible AI, and AWS AI services. ⢠AWS Certified Machine Learning Engineer ā Associate (MLA-C01) - data prep, model development, deployment and orchestration, monitoring, and security. ⢠Google Cloud Professional Data Engineer - design, build, and operationalize data-processing systems on GCP. ⢠Databricks Certified Associate Developer for Apache Spark - Spark architecture, the DataFrame API, Spark SQL, and structured streaming. ⢠Databricks Machine Learning Professional - experimentation, MLOps, and model deployment on Databricks. ⢠SnowPro Core - Snowflake architecture, performance, data loading, protection, and sharing. ⢠dbt Analytics Engineer - building, testing, and governing dbt models and transformations. ⢠NVIDIA-Certified Associate: AI Infrastructure & Operations (NCA-AIIO) ⢠NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) ⢠NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM) ⢠NVIDIA-Certified Professional: Generative AI (NCP-GENL) WHY THIS APP The AI and data hiring wave is here, but prep material is scattered across PDFs and paywalled courses. This app puts every exam in one place with a study system built for retention - drill questions, flip flashcards, swipe Reels, and listen on the go. Every question explains WHY, so concepts stick. HOW IT WORKS 1. Choose an exam and take a quick diagnostic to see where you stand. 2. Drill questions by domain and read the rationale on every one. 3. Reinforce with flashcards, Reels, and Audio Mode between sessions. 4. Take full timed mocks until you're consistently above passing. BUILT FOR THE REAL EXAM Every mock mirrors the official blueprint - question style, domain weighting, and timing - so exam day feels familiar. Detailed score reports break performance down by domain, so you always know what to review next. WHO IT'S FOR ⢠Engineers and analysts moving into ML, GenAI, and data platforms ⢠Cloud pros adding AWS, Google Cloud, Snowflake, Databricks, or NVIDIA credentials ⢠Anyone future-proofing their career with AI and data skills TRY IT FREE 3 days of complete access - every exam, every feature. Then a single unlock covers the whole bundle; no per-exam paywalls. WHY LEARNERS CHOOSE US ⢠One purchase unlocks all 11 exams ⢠Study on iPhone, iPad, and Mac with progress synced across all three ⢠Fully offline - no ads, no interruptions, no selling your data ⢠Kept current with the latest exam objectives COMMON QUESTIONS Do I need a subscription? Start with 3 days of full access, then one unlock covers every exam - no per-exam fees. Does it work offline? Yes - download once and study with no signal. Is the content current? It tracks the latest published exam objectives. Get certified on the skills every employer wants. Download today. SUBSCRIPTION & LEGAL A subscription auto-renews unless canceled at least 24 hours before the period ends; your Apple ID is charged for renewal. Manage or cancel anytime in App Store settings. Privacy Policy: https://c3rt.com/privacy/ Terms of Use (EULA): https://c3rt.com/terms-of-service/
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Verdict
The clearest difference is update cadence: AI, ML & Data Cert Exam Prep at daily against Machine Learning Engineer GCP's every 3 weeks. Machine Learning Engineer GCP's advantage is iOS requirement (15.0 vs 18). On price, ads, in-app purchases and device support there is nothing between them.
Scored on Price Ā· Rating Ā· Positive reviews Ā· Number of ratings Ā· Update frequency Ā· Ads Ā· In-app purchases Ā· Monetization Ā· Best chart rank Ā· Devices Ā· Requires iOS
Both are free to download. Machine Learning Engineer GCP sells 2 one-off in-app purchases and AI, ML & Data Cert Exam Prep sells 4 in-app purchases, starting at $19.99 per month. Whichever you choose, the download price is not the number that matters.
Machine Learning Engineer GCP ships an update every 3 weeks, AI, ML & Data Cert Exam Prep daily. The most recent releases landed on November 9, 2026 and November 6, 2026 respectively.
| Parameter | Machine Learning Engineer GCP | AI, ML & Data Cert Exam Prep |
|---|---|---|
| Price | Free | Free |
| Update frequency | Every 3 weeks | Daily ā better |
| Ads | No | No |
| In-app purchases | Yes | Yes |
| Devices | iPhone, iPad, iPod | iPhone, iPad, Mac |
| Requires iOS | 15.0 ā better | 18 |
| Further details ā not scored | ||
| Size | 45 MB | 16 MB |
| Age rating | 4+ | 4+ |
| Developer | EXAMCERT PTY LTD | Sunny Dasari |
In-app purchases
Machine Learning Engineer GCP
- 200 AI Credits$1.99
- Unlock Premium$5.99
AI, ML & Data Cert Exam Prep
- AI, ML & Data Cert Monthly$19.991 Month
- AI, ML & Data Cert 3 Months$39.993 Months
- AI, ML & Data Cert 6 Months$39.996 Months
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- AI, ML & Data Cert Yearly$99.991 Year
Questions
Is Machine Learning Engineer GCP free?
Is AI, ML & Data Cert Exam Prep free?
Do Machine Learning Engineer GCP or AI, ML & Data Cert Exam Prep have ads?
Which is updated more often, Machine Learning Engineer GCP or AI, ML & Data Cert Exam Prep?
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