Comparison

Machine Learning for Beginners vs Machine Learning ExamSimulator

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

Head to head
About

Machine Learning for Beginners

This app offers offline study materials and practice questions for AI and ML certifications. It includes interactive labs and adaptive review queues to help users learn effectively. Stay updated with AI news and job listings.

Highlights
  • Offline study for AI/ML certifications
  • 41 certification tracks
  • 2,153 practice questions
  • 18 interactive labs
  • Adaptive review queue
  • AI news and job listings
Features
Read full description

Machine Learning For Beginners also known as AI & ML Tutor is the offline study app for professionals getting certified in artificial intelligence and machine learning and staying employable while the field moves. 41 certifications and 2,153 practice questions. The first 30 of every certification, 1,008 in all, are free. One in-app purchase unlocks the rest and all 18 interactive labs. WHAT'S INSIDE AWS (11 tracks) AWS Certified Machine Learning Specialty, AI Practitioner, Machine Learning Engineer Associate, Generative AI Developer Professional, Data Engineer Associate, Advanced Networking Specialty, plus focused sets on data engineering, exploratory data analysis, modeling, and implementation and operations. Google Cloud (3 tracks) Professional Machine Learning Engineer, Generative AI Leader, and GCP ML implementation and operations. Microsoft Azure (2 tracks) Azure AI Fundamentals and Azure AI Apps and Agents Developer. NVIDIA and Databricks (8 tracks) NCA-GENL, NCA-AIIO, NCA-GENM, NCP-GENL, NCP-AIOL, NCP-AII, NCP-AIN, and the Databricks Generative AI Engineer Associate. Claude, OpenAI and agents (5 tracks) Claude Certified Associate, Developer, Architect Foundations and Architect Professional, plus an OpenAI API & Agents skills bank. MLOps and foundations (12 tracks) MLOps and AIOps across all three clouds, plus machine learning, deep learning, neural networks, NLP, generative AI and explainable AI. INTERACTIVE LABS Most study apps show you a diagram. These let you move it. Sweep an input through ReLU, sigmoid and tanh and watch the dying-ReLU flat zone appear. Step a ball down a loss curve, then push the learning rate past 1.0 and watch it diverge. Drag a query point across a k-NN decision boundary and see the vote flip. Tap "it" in a sentence and watch self-attention land on "laptop". Shrink an autoencoder bottleneck until the reconstruction blurs. Turn retrieval off in a RAG pipeline and watch a confident, wrong answer appear. Eighteen labs in total. All of them run on your device with no connection. BUILT FOR HOW PEOPLE ACTUALLY STUDY - Five-minute sessions. Choose 5, 10 or 15 questions instead of grinding through a 152-question bank you'll never finish in one sitting. - Every option explained. Most apps tell you the right answer. This one explains all of them, so a wrong guess still teaches you something. - A review queue that adapts. Missed questions come back automatically and leave once you've got them right. - Progress you can see. Daily streak, best score per certification, questions answered, and how many are still waiting for review. - Works on a plane. Every question ships inside the app. MORE THAN A QUESTION BANK The Briefing tab keeps you current between study sessions: AI Daily News, the DjamgaMind podcast playable on your lock screen, and live job listings. The Practice tab carries 16 tutorials, 10 of them full step-by-step walkthroughs you read inside the app, covering Amazon Bedrock, Azure AI Foundry, Vertex AI, prompt engineering and RAG, and the coding agents professionals use daily. NATIVE, PRIVATE AND QUIET Siri Shortcuts let you say "Practice offline" to start a session. Daily study reminders are scheduled locally by iOS. Dark mode is supported throughout. Your quiz history, streak and review queue are stored on your device and never uploaded. There is no account to create, no analytics SDK and no advertising SDK in the app. Want the full question banks and all 18 labs? AI & ML Tutor PRO is our separate paid app. Questions, or a certification you'd like added? https://machinelearningcertification.web.app

About

Machine Learning ExamSimulator

Features
Read full description

Master the AWS MLS Exam with Our Simulator App! Become an AWS Machine Learning Expert & Advance Your Career The Machine Learning Exam Simulator is your ultimate prep tool for the AWS Certified Machine Learning - Specialty exam. This powerful app empowers you to: - Solidify Your Skills: Reinforce your knowledge with a massive bank of practice questions covering all exam objectives. - Gain Exam Confidence: Simulate real-world exams with timed mock exams that mimic the test format. - Learn from Experts: Gain deep insights with comprehensive explanations for every question. - Track Your Progress: Monitor your performance and identify areas needing focus. - Stay Current: Access a constantly updated question bank reflecting the latest AWS best practices. Pass Your Exam on the First Try! Key Features: - Extensive Question Bank: Hundreds of practice questions covering all AWS MLS domains. - Realistic Mock Exams: Simulate the real exam environment and build test-taking stamina. - Detailed Explanations: Gain a deeper understanding of why each answer is correct or incorrect. - Personalized Learning: Track your progress and focus on areas needing improvement. - Always Up-to-Date: Our question bank is regularly updated with the latest AWS information. Download the Machine Learning Exam Simulator today and become a certified AWS Machine Learning Specialist! Subscription Options: - Monthly: $6.99 - Quarterly: $12.99 - Yearly: $39.99 Important Disclaimer: AWS MLS Exam Simulator is an independent educational tool created by ExamSimulator. It is not affiliated, endorsed, or sponsored by Amazon Web Services (AWS) or any other certification body. All practice questions and content are developed independently by ExamSimulator for educational purposes and are not sourced from or related to the official AWS Certified Machine Learning - Specialty exam. Start Your Machine Learning Journey Today! Download AWS MLS Exam Simulator now and take the first step toward earning your AWS Certified Machine Learning certification. Visit Exam Simulator - Exam prep app built to help you pass for more details or contact us at support@examsimulator.net. For more information on our Terms of Use and Privacy Policy, please visit the following websites: Privacy Policy: https://examsimulator.net/privacy-policy Terms of Service: https://examsimulator.net/terms-of-service

Screenshots

Machine Learning for Beginners4 screens
Machine Learning ExamSimulator4 screens

Verdict

The call

The clearest difference is iOS requirement: Machine Learning ExamSimulator at 12.0 against Machine Learning for Beginners's 16.0. On price, update cadence, ads and in-app purchases 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. Machine Learning for Beginners sells 1 one-off in-app purchase and Machine Learning ExamSimulator sells 3 in-app purchases, starting at $6.99 per month. Whichever you choose, the download price is not the number that matters.

UpkeepUpdate frequency

Machine Learning for Beginners ships an update every 2 months, Machine Learning ExamSimulator every 4 months. The most recent releases landed on October 30, 2026 and October 4, 2026 respectively.

Scorecard1 real difference ยท 7 level
Machine Learning for Beginners versus Machine Learning ExamSimulator: the parameters behind the verdict, then further details
ParameterMachine Learning for BeginnersMachine Learning ExamSimulator
PriceFreeFree
Positive reviews50.0% of reviewsโ€”
Update frequencyEvery 2 months โ€” betterEvery 4 months
AdsNoNo
In-app purchasesYesYes
MonetizationFree with in-app purchasesโ€”
DevicesiPhone, iPadiPhone, iPad, iPod โ€” better
Requires iOS16.012.0 โ€” better
Further details โ€” not scored
Size5 MB96 MB
Age rating4+4+
DeveloperDjamgaTech CorpNguyen Duy Khanh

In-app purchases

1 purchases

Machine Learning for Beginners

One-time1
  • Unlock All Questions & Labs$9.99
3 purchases

Machine Learning ExamSimulator

Subscriptions3
  • Premium Monthly3 Days trial$6.991 Month
  • Premium Quarterly3 Days trial$12.993 Months
  • Premium Yearly3 Days trial$39.991 Year

Questions

Is Machine Learning for Beginners free?
Machine Learning for Beginners is free to download, with in-app purchases available.
Is Machine Learning ExamSimulator free?
Machine Learning ExamSimulator is free to download, with in-app purchases available.
Do Machine Learning for Beginners or Machine Learning ExamSimulator have ads?
Neither Machine Learning for Beginners nor Machine Learning ExamSimulator shows ads.
Which is updated more often, Machine Learning for Beginners or Machine Learning ExamSimulator?
Machine Learning for Beginners ships an update every 2 months, and Machine Learning ExamSimulator every 4 months. Most recently, Machine Learning for Beginners was updated on October 30, 2026 and Machine Learning ExamSimulator on October 4, 2026.

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