How to intuitively understand neural networks
A framework for thinking about neural networks, and supervised machine learning.
Is it a Higgs, Computer?
Using neural networks to detect elementary particles.
How Does Backpropagation Work?
Deriving the mathematics behind backpropagation.
What Is A Neural Network?
Overview and introduction to feed forward neural networks. Forward propagation is discussed in detail, and we see how we might train a network.
Machine Learning Glossary
A collection of commonly used machine learning terms, and what they mean.
Looking at German Traffic Signs
A practical application of convolutional neural networks.
Post Mortem Analysis of my Final Year Project
A post mortem analysis of a Data Science approach for determining the existence and decay patterns of the Higgs boson.