Is it a Higgs, Computer?
Using neural networks to detect elementary particles.
How To Securely Store User Passwords
When plain text is obviously not ideal.
Introduction to Neural Networks
In recent years, neural networks have shown great potential across a wide range of industries. In this series, we look at how neural networks work from a theoretical point of view.
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.
Introduction to Computational Complexity
A look at different ways of determining the efficiency of algorithms. From Big-O to empirical measurements, the series interweaves theory and practice to provide a strong overview of the most important ideas.