🗺 Interactive · Self-paced · Certificate

The AI Journey

One path from "what is AI?" to building adaptive learning systems. Every concept becomes a manipulative. Every milestone earns a badge.

Chapters

Modules

120+

Interactives

Badges

Begin the Journey → 🏆 Leaderboard

🚀 Chapter 1 — AI Foundations

🤖

C1·1

Intro to AI

What AI Assistants Actually Are

Predict the next word. Sort AI claims from myths. Build a working MVP. No maths required.

5 lessons No code Certificate

~2 hours · Start here

🤖

AI Explorer

📐 Chapter 2 — Math for AI

Math Foundations

Probability, Vectors, Matrices & Derivatives

Every piece of maths an AI course actually needs — taught through sliders and live graphs, not equations on a page.

8 modules 32 sliders Live graphs

~3–4 hours

📐

C2·1

📐

Math Ready

🔬 Chapter 3 — Machine Learning

🔬

C3·1

ML Foundations

Regression, Classification, Trees & Clustering

Train a real model in your browser. Watch it overfit. Fix it. Understand exactly what "learning" means.

8 modules Live training Decision trees

~3–4 hours

🔬

ML Graduate

🧠 Chapter 4 — Neural Networks

Deep Learning

Neurons, Networks & Backpropagation

Drag weights. Watch the decision boundary move. Run gradient descent. See the network learn from scratch.

8 modules Live canvas Backprop viz

~4–5 hours · ⭐ Highest rated

🧠

C4·1

🧠

Neural Architect

💬 Chapter 5 — Large Language Models

💬

C5·1

Large Language Models

Tokens, Attention, Transformers & Generation

Tokenize a sentence live. Drag temperature. Watch the model hallucinate — and understand exactly why it does.

8 modules Live tokenizer Temperature slider

~4–5 hours

💬

LLM Whisperer

🤖 Chapter 6 — AI Agents

AI Agents

Loops, Tools, ReAct & Memory

Step a live agent loop. Give the agent tools. Build a planner. Watch it reason before acting.

8 modules Live agent ReAct sandbox

~4–5 hours

🤖

C6·1

🤖

Agent Builder

📊 Chapter 7 — Item Response Theory SIGNATURE

📊

C7·1

Item Response Theory Only place on the internet

The Engine Behind Every Adaptive Exam

Drag θ, a, b, and c simultaneously. Watch the item characteristic curve respond instantly. The same model powering the SAT, GRE, and QuantegyAI itself — made interactive for the first time.

8 modules Live ICC sandbox 3PL explorer CAT simulation

~3–4 hours · 🏆 Signature course

📊

Psychometrician

🎓 Chapter 8 — Ed-Tech & Learning Science

Ed-Tech & Learning Science

Spaced Repetition, Mastery & Adaptive Systems

Where AI, IRT, and pedagogy meet. Design learning systems that actually work. The capstone of the full journey.

Capstone Spaced rep Design

~2–3 hours · Final chapter

🎓

C8·1

🏆 Complete the Journey

🏆

AI Journey Complete

Certificate of completion