1: Using neural nets to recognise handwritten digits

Neural networks and deep learning

Intro

MNIST Data Set

perceptron vs sigmoid artificial neurons

stochastic gradient descent

Perceptrons

Sigmoid neurons

Exercises

The architecture of neural networks

hidden just means not input or output

multiple layers are sometimes called multi layer perceptrons, MLPs