Course catalog

Forty-five courses across three age bands. Start free, grow when you're ready.

🤖builder 5 free modules

AI at Work

Discover how artificial intelligence is transforming careers and learn to build your own AI career companion. Explore real-world applications and develop future-ready skills.

20 modulesDifficulty: ★★☆☆☆
Open
🤖builder 5 free modules

Chatbot Fundamentals

Build your own AI chatbot from scratch! Learn how bots understand words, hold conversations, and help users solve real problems.

20 modulesDifficulty: ★★☆☆☆
Open
🎯builder 5 free modules

Supervised Learning

Discover how machines learn from labeled examples to make predictions, from sorting photos to building your own fruit-freshness detector!

20 modulesDifficulty: ★★☆☆☆
Open
🧩builder 5 free modules

Algorithm Thinking

Learn to think like a computer scientist by designing step-by-step solutions to everyday puzzles. Build your own problem-solving algorithms from scratch!

20 modulesDifficulty: ★★☆☆☆
Open
🖼️builder 5 free modules

Image Classifier Basics

Build your own AI that recognizes images by training a simple classifier and deploying it as a web demo. Learn how machines see patterns in pictures!

20 modulesDifficulty: ★★☆☆☆
Open
⚖️builder 5 free modules

Bias & Fairness in AI

Discover how bias sneaks into AI systems and learn practical ways to build fairer, more inclusive technology. You'll audit real datasets and create your own fairness report!

20 modulesDifficulty: ★★★☆☆
Open
🎯builder 5 free modules

Clustering & Grouping

Discover how AI finds hidden patterns and groups similar things together, from sorting songs to organizing photos. Build your own smart clustering projects!

20 modulesDifficulty: ★★★☆☆
Open
🎮builder 5 free modules

Game-Playing Agents

Build smart AI bots that can play and win games by learning rules, scoring moves, and thinking ahead like a chess champion.

20 modulesDifficulty: ★★★☆☆
Open
🎤builder 5 free modules

Audio & Speech Models

Explore how AI understands sound, speech, and commands—then build your own voice-controlled app!

20 modulesDifficulty: ★★★☆☆
Open
🏘️builder 5 free modules

Safe AI in My Community

Discover how AI shapes your neighborhood and learn to build trustworthy tools that help everyone. Design your own community AI solution with safety at its heart!

20 modulesDifficulty: ★★★★☆
Open
⚖️builder 5 free modules

Model Evaluation: How to Judge AI Fairness and Performance

Learn to measure AI accuracy, spot bias, and audit machine learning models like a pro. Master the metrics that keep AI fair and reliable.

20 modulesDifficulty: ★★★★☆
Open
🌍builder 5 free modules

Translation & Summaries with AI

Learn how AI translates languages and summarizes information, then build your own bilingual news tool. Master prompts, quality checks, and real-world applications.

20 modulesDifficulty: ★★★★☆
Open
🎯builder 5 free modules

Optimization & Planning

Discover how AI finds the best solutions by balancing goals, constraints, and smart planning. Build your own delivery-route optimizer!

20 modulesDifficulty: ★★★★☆
Open
👁️builder 5 free modules

Computer Vision Projects

Build AI models that can see and understand images, from detecting objects to creating your own hand-sign detector. Learn how computers gain the power of sight through hands-on projects.

20 modulesDifficulty: ★★★★☆
Open
📝foundation 5 free modules

Steps Like Recipes

Discover how computers follow step-by-step instructions just like recipes in a cookbook! Learn to think in sequences and design your own helpful helpers.

20 modulesDifficulty: ★☆☆☆☆
Open
🏠foundation 5 free modules

AI in My House

Discover how smart helpers live in your home and learn to use AI safely and kindly. Build your own family AI rulebook!

20 modulesDifficulty: ★☆☆☆☆
Open
🖼️foundation 5 free modules

Patterns in Pictures

Discover how computers learn to see by finding patterns in images, then train your own picture-sorting AI!

20 modulesDifficulty: ★☆☆☆☆
Open
💬foundation 5 free modules

Words AI Understands

Discover how computers learn to talk by understanding words and patterns. Build your own mini chatbot and design a friendly AI greeter!

20 modulesDifficulty: ★☆☆☆☆
Open
👁️foundation 5 free modules

Meet AI: How It Sees

Discover how computers learn to see the world just like you do! Build your own photo-tagger while exploring pixels, patterns, and AI vision.

20 modulesDifficulty: ★☆☆☆☆
Open
🤖foundation 5 free modules

AI Helpers Around Us

Discover how smart helpers are changing the world around you, from maps to schools to homes. Learn to design your own AI helper by the end!

20 modulesDifficulty: ★★☆☆☆
Open
🤖foundation 5 free modules

Polite Prompts

Learn how to talk to AI helpers in a clear, kind way so they give you amazing answers! Become a prompt wizard and build your own study-buddy.

20 modulesDifficulty: ★★☆☆☆
Open
🎯foundation 5 free modules

Counting & Smart Guessing

Discover how computers learn to guess, sort, and predict by playing games and building smart helpers!

20 modulesDifficulty: ★★☆☆☆
Open
🎧foundation 5 free modules

Sounds AI Can Hear

Discover how computers listen to the world around us and learn to recognize voices, music, and everyday sounds. Build your own sound-sorting AI helper!

20 modulesDifficulty: ★★☆☆☆
Open
🤖foundation 5 free modules

How Computers Choose

Discover how computers make decisions using rules, patterns, and simple AI! Build your own choice-making programs step by step.

20 modulesDifficulty: ★★☆☆☆
Open
📖foundation 5 free modules

Storytelling with AI

Learn how to team up with AI to create amazing stories, from inventing characters to publishing your own mini storybook. Discover the magic of words and imagination!

20 modulesDifficulty: ★★★☆☆
Open
🤖foundation 5 free modules

Teach a Machine

Train your own AI by teaching it to recognize pictures, just like teaching a friend! Watch your machine learn from examples and make predictions.

20 modulesDifficulty: ★★★☆☆
Open
📸foundation 5 free modules

Everyday Sensors

Discover how cameras, microphones, and temperature sensors help computers understand the world around us. Build your own smart home helper by the end!

20 modulesDifficulty: ★★★☆☆
Open
🧩foundation 5 free modules

Planning & Puzzles: Teach AI to Think Ahead

Discover how AI solves mazes, plans steps, and finds the smartest paths. Build your own puzzle solver and learn to think like a computer!

20 modulesDifficulty: ★★★☆☆
Open
🎪foundation 5 free modules

The Fair Future Fair

Design your own AI showcase where everyone is welcome and technology helps all people fairly. Learn how to spot unfairness and build a better tomorrow!

20 modulesDifficulty: ★★★☆☆
Open
⚖️innovator 5 free modules

AI Ethics Frameworks

Explore ethical principles guiding AI development through frameworks, real-world cases, and policy simulations. Draft your own AI ethics charter.

20 modulesDifficulty: ★★★☆☆
Open
🧠innovator 5 free modules

LLMs In Depth

Explore how large language models process text, generate responses, and shape modern AI applications. Build technical fluency in tokenization, parameters, prompt engineering, and model behavior analysis.

20 modulesDifficulty: ★★★☆☆
Open
🤖innovator 5 free modules

Reasoning & Agents

Build AI systems that think step-by-step, use tools, and remember context. Learn how large language models chain reasoning, plan tasks, and act as autonomous agents.

20 modulesDifficulty: ★★★☆☆
Open
🧠innovator 5 free modules

Neural Networks Under the Hood

Explore how artificial neurons learn patterns by tracing data flows, weights, and activation functions through multi-layer networks. Build intuition for backpropagation and training loops through hands-on computation.

20 modulesDifficulty: ★★★☆☆
Open
👁️innovator 5 free modules

Deep Vision Foundations

Explore how computers learn to see using convolutional neural networks, transfer learning, and ethical AI practices. Build your foundation in computer vision with hands-on concepts and real-world applications.

20 modulesDifficulty: ★★★☆☆
Open
🔄innovator 5 free modules

Transfer Learning in Practice

Discover how to reuse pretrained AI models to solve new tasks faster and smarter. Build practical skills in finetuning, adapting checkpoints, and designing efficient transfer learning pipelines.

20 modulesDifficulty: ★★★★☆
Open
👁️innovator 5 free modules

Multimodal Models

Explore how AI combines vision, language, and sound to understand the world like humans do. Build systems that see, read, and reason across multiple senses.

20 modulesDifficulty: ★★★★☆
Open
🧭innovator 5 free modules

Search & Planning

Master AI search algorithms and planning strategies by building agents that solve real-world logistics problems. Learn how machines navigate state spaces and make intelligent decisions.

20 modulesDifficulty: ★★★★☆
Open
🔍innovator 5 free modules

Retrieval & Tools: Building Smart AI Assistants

Learn how AI retrieves information from vast knowledge bases and uses external tools to solve real-world problems. Build a retrieval-augmented generation assistant that searches documents and answers questions intelligently.

20 modulesDifficulty: ★★★★☆
Open
🛡️innovator 5 free modules

AI Safety in Society

Explore how artificial intelligence can be aligned with human values, understand risks of misuse, and design safety frameworks for real-world AI deployments.

20 modulesDifficulty: ★★★★☆
Open
🎮innovator 5 free modules

Reinforcement Learning Basics

Discover how agents learn from rewards and penalties to master environments. Build your own RL toy worlds and watch intelligent behavior emerge.

20 modulesDifficulty: ★★★★★
Open
🛡️innovator 5 free modules

Evaluation & Red-Teaming

Master AI safety by learning to benchmark, test, and ethically challenge language models through adversarial techniques. Build real-world red-teaming skills to make AI systems more robust.

20 modulesDifficulty: ★★★★★
Open
🎨innovator 5 free modules

Generative Images: Creating with AI Diffusion

Master the art and science of AI image generation, from diffusion models to responsible deployment. Build production-ready pipelines that create safe, watermarked, and ethically sourced visual content.

20 modulesDifficulty: ★★★★★
Open
🎙️innovator 5 free modules

Voice Assistants: Building Bilingual Conversational AI

Master the architecture of voice assistants by building speech recognition, synthesis, and dialogue systems. Design your own bilingual assistant with safety guardrails.

20 modulesDifficulty: ★★★★★
Open
🚀innovator 5 free modules

Startup With AI

Build and pitch your own AI-powered product from idea to demo, learning entrepreneurship, ethics, and technical skills tailored for the GCC market.

20 modulesDifficulty: ★★★★★
Open