Neural Networks

Deriving the mathematics behind backpropagation.

Overview and introduction to feed forward neural networks. Forward propagation is discussed in detail, and we see how we might train a network.

A collection of commonly used machine learning terms, and what they mean.

A practical application of convolutional neural networks.

A post mortem analysis of a Data Science approach for determining the existence and decay patterns of the Higgs boson.