01 · The Big Picture

NN

Neural Network

The core building block of deep learning. Loosely brain-inspired: layers of simple math units (“nodes”) joined by weighted links. Data flows in, gets transformed layer by layer, a prediction comes out. “Learning” is just tuning those weights.

Concrete example

Show one images of cats and dogs thousands of times and the weights settle until it reliably tells them apart.