Neural Networks

Neural networks power image recognition, translation and chatbots, but underneath they're built from simple maths: weighted sums, a bend, and calculus. Build a neuron that separates data with a line, see why layers are needed, train a model with gradient descent and the chain rule, learn the danger of overfitting, build curves from ReLU kinks, and see how convolutional networks detect edges.