01 — The Numbers That Run Everything

Before we touch a single neuron, we need to speak its language. Vectors, matrices, derivatives, and the chain rule — the math that makes neural networks tick.

02 — Meet the World's Dumbest Brain Cell

One neuron. A handful of weights. A rule so simple it fits in one line. And yet — it learns. This is the perceptron, and it’s where everything begins.