Builder – Classic AI
From Curiosity to Working Model
Every smart decision starts with a simple question: what's the data telling you? In the Builder track you'll learn to dig into the numbers, uncover the stories hidden behind them, and turn them into decisions. Then comes the best part — building your own models by hand: some that predict a number, some that classify and decide. No memorizing, no theory on paper — this is exactly where you change: from someone who uses AI to someone who builds it.
4 adventures · 3 clusters
Builder Foundations
Before the first line of code, the foundation has to be solid. What AI really is, and how a machine learns — from examples, like you, not by memorizing. But where does it learn like you do — and where doesn't it? You'll get the difference here, then open "See the Data" already knowing why.
Data Detective
A phone that spots skin cancer. A COVID map the whole world followed. A computer that reads the feelings on your face. The secret wasn't stronger tools — it was sharper questions. You'll learn the detective's method with data: observe, wonder, sharpen, test.
Machine Learning
Here you build your first models by hand, on real data. Some predict a number — like how much gas a car burns from its weight (linear regression). Some learn to decide yes or no — like whether a patient has heart disease (logistic regression). Not theory — working code.
Predict with a Line
Train your first model with your own hands — a linear regressor on real car data, so you see how a line predicts a number and what it hides.
Start your adventurePredict With a Curve
From a straight line to a yes/no decision — build your first classifier on real medical data that calls whether a patient has heart disease.
Start your adventure