Machine Learning ExamSimulator vs Art of Stat
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
Machine Learning ExamSimulator
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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
Art of Stat
Explore supervised and unsupervised machine learning algorithms with interactive visualizations and accuracy assessments. The app offers various datasets or allows you to upload your own, helping you learn and apply ML concepts.
- Supervised and unsupervised learning methods
- Data splitting for training and testing
- Interactive visualizations of algorithms
- Confusion matrix and accuracy assessment
- Multiple built-in datasets
- User CSV file upload
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The Art of Stat: Machine Learning app includes methods for supervised and unsupervised learning, lets you split data into training and test sets, visualizes all methods, including predictions and heatmaps, and lets you assess the accuracy of your algorithm by showing the confusion matrix and more. Included ML algorithms so far include: - Multiple Linear Regression (including categorical predictors and interactions interactions) - Multiple Logistic Regression (including categorical predictors and interactions interactions) - Discriminant Analysis (Linear & Quadratic) - Naive Bayes - K-Means Clustering Functionality: - Provides various datasets (Palmer Penguins, Wine Quality, Heart Disease, Iris Flowers, Credit Card Defaults, ...) or lets user upload their own CSV file - Split data into training and test sets - Standardize Features - Select continuous and/or categorical features (where appropriate) - Visualize all methods (Scatterplots, Heatmaps), predicted labels or posterior probabilities - Assess accuracy by displaying Confusion Matrix and accuracy statistics (including precision and recall) in multiple ways - Make predictions for new observations Modules in preparation: - Decision Trees & Random Forests - Nearest Neighbor
Screenshots
Verdict
The clearest difference is in-app purchases: Art of Stat at none against Machine Learning ExamSimulator's 3. Art of Stat also leads on update cadence (every 3 weeks vs every 4 months). Machine Learning ExamSimulator's advantage is iOS requirement (12.0 vs 15.1). On price, ads 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
Both are free to download. Machine Learning ExamSimulator sells 3 in-app purchases, starting at $6.99 per month. Art of Stat asks for nothing beyond the download.
Machine Learning ExamSimulator ships an update every 4 months, Art of Stat every 3 weeks. The most recent releases landed on November 4, 2026 and October 30, 2026 respectively.
| Parameter | Machine Learning ExamSimulator | Art of Stat |
|---|---|---|
| Price | Free | Free |
| Rating | — | 3.7 (3 ratings) — better |
| Number of ratings | — | 3 — better |
| Update frequency | Every 4 months | Every 3 weeks — better |
| Ads | No | No |
| In-app purchases | Yes | No — better |
| Monetization | — | Free |
| Devices | iPhone, iPad, iPod | iPhone, iPad, iPod |
| Requires iOS | 12.0 — better | 15.1 |
| Further details — not scored | ||
| Size | 96 MB | 34 MB |
| Age rating | 4+ | 4+ |
| Developer | Nguyen Duy Khanh | Bernhard Klingenberg |
In-app purchases
Machine Learning ExamSimulator
- Premium Monthly3 Days trial$6.991 Month
- Premium Quarterly3 Days trial$12.993 Months
- Premium Yearly3 Days trial$39.991 Year
Art of Stat
No in-app purchases
Questions
Is Machine Learning ExamSimulator free?
Is Art of Stat free?
Do Machine Learning ExamSimulator or Art of Stat have ads?
Which is updated more often, Machine Learning ExamSimulator or Art of Stat?
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