How to intuitively understand neural networks
A framework for thinking about neural networks, and supervised machine learning.
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.
A framework for thinking about neural networks, and supervised machine learning.
Overview and introduction to feed forward neural networks. Forward propagation is discussed in detail, and we see how we might train a network.
Deriving the mathematics behind backpropagation.
Why are neural networks so slow?