# Machine Learning for Beginners — Learn AI & ML. Get Certified.

> Offline AI and ML certification study app with practice questions and interactive labs. (iPhone/iPad app by DjamgaTech Corp.)

- Source: https://appshunter.io/ios/app/machine-learning-for-beginners/id1611593573 (this page in markdown: same URL + `.md`)
- Developer: [DjamgaTech Corp](https://appshunter.io/developer/969000181)
- Category: Education, Developer Tools
- Price: Free with in-app purchases
- Age rating: 4+
- Requires: iOS 16.0 · 5 MB
- Languages: American English, German (Germany)
- Released: 2022-03-02
- Data updated: 2026-10-30
- Monetization: free with in-app purchases
- User reviews in markdown: https://appshunter.io/ios/app/machine-learning-for-beginners/id1611593573/reviews.md

## What is Machine Learning for Beginners?

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

## Key features

- Offline study for AI/ML certifications
- 41 certification tracks
- 2,153 practice questions
- 18 interactive labs
- Adaptive review queue
- AI news and job listings

## Pricing and in-app purchases

Base price: Free.

**One-time purchases**

| Purchase | Price | Type |
| --- | --- | --- |
| Unlock All Questions & Labs | $9.99 | one-time |


## Is Machine Learning for Beginners safe?

Not enough ratings yet to assess Machine Learning for Beginners.

## Is Machine Learning for Beginners legit?

Machine Learning for Beginners appears to be a legitimate app. The AppsHunter Legitimacy Score for Machine Learning for Beginners is 90 out of 100 points across 7 verification signals from App Store and developer data.

## Recent user reviews (2 of 2)

All indexed reviews: https://appshunter.io/ios/app/machine-learning-for-beginners/id1611593573/reviews.md

### 5/5 — Excellent App for AI and Machine Learning Mastery.

*2024-10-16*

The redesigned UI is fantastic, but what i like the most is the speed and the stabilité. It loads super fast, very light and never crashes. There are always new quizzes from various AI and machine learning topics.

### 1/5 — Poorly designed

*2024-06-13*

Timer glitch, missing functions, terrible UI

**Developer response:** Hello Alex,
Thank you for taking the time to review the App.
The latest upgrage has adressed all the UI issues you mentionned. The timer is now functionning well. The UI is cleaner and leaner and the App is very fast. Give it a try.
Cheers
Djamgatech

## Frequently asked questions about Machine Learning for Beginners

### What certifications does Machine Learning for Beginners cover?

Machine Learning for Beginners covers a wide range of certifications across AWS, Google Cloud, Microsoft Azure, NVIDIA, Databricks, Claude, and OpenAI. It includes tracks like AWS Certified Machine Learning Specialty, Google Cloud Professional Machine Learning Engineer, and Azure AI Fundamentals.

### How many practice questions are available in Machine Learning for Beginners?

The app provides 2,153 practice questions in total. The first 1,008 questions, covering the first 30 of each certification, are available for free.

### Are the interactive labs in Machine Learning for Beginners available offline?

Yes, all 18 interactive labs are designed to run on your device without an internet connection, allowing for flexible study sessions.

### What is the learning methodology used by Machine Learning for Beginners?

The app focuses on short study sessions (5, 10, or 15 questions) and explains all answer options, not just the correct ones. It also features an adaptive review queue that brings back missed questions.

### Does Machine Learning for Beginners offer progress tracking?

Yes, users can track their progress through a daily streak, best score per certification, total questions answered, and the number of questions awaiting review.

### What additional content is available in Machine Learning for Beginners?

Beyond practice questions and labs, the app includes a 'Briefing' tab with AI Daily News, the DjamgaMind podcast, and live job listings, keeping users informed about the industry.

### Is Machine Learning for Beginners suitable for all ages?

Machine Learning for Beginners has an age rating of 4+, making it accessible for a broad audience interested in learning AI and ML concepts.

### How often is Machine Learning for Beginners updated?

The app was last updated on October 28, 2026, indicating a commitment to keeping content current. The latest version is 5.2.

## Version history (last 5 releases)

### 5.2 — 2026-10-28

- No more ads.
- Same app, clearer name: start with the basics, then practise for 41 AI and ML certifications.
- Open any exam straight from a link.
- Bug fixes and performance improvements.

### 5.1 — 2026-10-20

- Unlock everything right in this app: all 2,153 questions across 41 certifications and all 18 interactive labs, with one purchase. Your streak, history and review queue stay.
- New AI Practitioner questions, mapped to the current exam guide.
- The first 30 questions of every certification stay free.
- Answer options now appear in a different order every session, so you learn the answer and not its position.

### 5.0 — 2026-08-20

AI & ML Tutor is now a fully native app: faster, lighter, and it works with no internet connection at all.

- 41 certifications and 1,334 practice questions, 963 of them free
- New: 6 NVIDIA certifications (AI Infrastructure & Operations, Multimodal Generative AI, Generative AI LLMs, AI Operations, AI Infrastructure,
  AI Networking)
- New: the four Claude certification tracks, plus an OpenAI API & Agents skills bank
- New: 18 interactive labs. Drag a k-NN query point across a decision boundary, step a ball down a loss curve, watch self-attention resolve "it" to "laptop", reshape a softmax with temperature
- Every answer option is explained; you learn why the wrong ones are wrong
- Short sessions: pick 5, 10 or 15 questions
- Smart review queue that re-serves only what you missed
- Progress tab with daily streak, best score per certification and history
- Briefing tab: daily AI news, the DjamgaMind podcast, and live job listings
- 16 tutorials, 10 readable entirely in the app with no link out
- Siri Shortcuts: say "Practice offline" to start a session
- Full dark mode support

No ads, no account, no tracking. Your study history never leaves your device.

### 4.1 — 2026-08-10

NEW IN THIS UPDATE

Coding Agent & AI Tool Tutorials
Learn the tools developers actually use, right inside the app: Claude Code, Cursor, GitHub Copilot, Gemini CLI, Windsurf, OpenAI Codex, and Kiro — plus Amazon Bedrock, Azure AI Foundry, and Google Vertex AI for the cloud exams.

Prompt Engineering & RAG
A new core-skills track covering prompt design patterns and Retrieval-Augmented Generation, the two skills every AI certification now tests on.

AI Productivity Tutorials
Get more out of Claude, Perplexity, and NotebookLM with dedicated step-by-step guides.

Sharper App Icon
A crisper, higher-resolution app icon and favicon across every device size.

Smarter Reminders
Optional daily study reminders to help you keep your streak going — fully local, no account needed.

Thanks for using AI & Machine Learning Tutor! If you enjoy the app, a quick rating helps us keep building.

### 4.0 — 2026-05-31

Massive Design Overhaul & Powerful New AI Tools!

We’ve been working hard behind the scenes to bring you our biggest update yet, designed to make your learning experience more engaging, intuitive, and hands-on.

What's New: 
World-Class UI Redesign: We’ve completely rebuilt the app’s interface from the ground up! Enjoy a sleek, modern, and beautifully crafted design that makes navigating through topics, quizzes, and modules smoother and faster than ever. 

All-New AI Playground: Don't just read about AI; experience it! We’ve introduced an interactive AI Playground where you can experiment with models, test prompts, and see Machine Learning concepts come to life in real-time. 

Enhanced Content & Explanations: We've expanded our question bank and refined our detailed answer explanations to make complex Cloud and AI topics easier to digest. 

Performance Boosts & Bug Fixes: We’ve squashed some pesky bugs under the hood and optimized the app to be lightning-fast, ensuring your study sessions are completely uninterrupted.

Update now to experience the future of AI learning! If you love the new look and features, please consider leaving us a rating or review.

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-10-30.*