From Zero to Capstone.
A complete, scaffolded AI curriculum — from your very first concept to shipping a real-world project. Self-paced, hands-on, and AI-adaptive to your level.
AI Fundamentals
Build a rock-solid foundation. Understand what AI really is, its history, and the key concepts behind it.
- What is AI? Definitions & history
- Types of AI: Narrow vs. General
- How machines learn: an overview
- AI in the real world: everyday examples
- The AI ethics conversation
Prompting & GenAI
Master the art of talking to AI. Learn to write prompts that get you exactly what you want.
- Introduction to Generative AI
- The anatomy of a great prompt
- Techniques: few-shot, chain-of-thought
- Building your own AI agents
- Responsible AI use & limitations
Python for AI
Python is the language of AI. Learn to code confidently with hands-on exercises in our built-in playground.
- Python basics: variables, loops, functions
- Data structures: lists, dicts, tuples
- Working with data: pandas essentials
- Visualization with matplotlib
- Mini-project: analyze a real dataset
Machine Learning
Dig into the algorithms that power modern AI. Understand them intuitively, then implement them yourself.
- What is supervised learning?
- Linear & logistic regression
- Decision trees & random forests
- Clustering & unsupervised learning
- Evaluating models: avoiding overfitting
Neural Networks
Understand the brain-inspired architecture behind the AI revolution. Build your own networks from scratch.
- The neuron: how a single unit learns
- Building a neural network
- Backpropagation explained simply
- Deep learning & CNNs
- Intro to transformers & LLMs
Capstone: Ship a Product
Bring it all together. Design, build, and launch your own AI product — the crown jewel of your portfolio.
- Choose your problem & dataset
- Build & train your model
- Deploy it to a live app
- Write up your portfolio case study
Not sure where to start? Our AI tutor will build a personalized path for you on day one.
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