What is a Neural Network, and Why Do They Matter?

How do neural networks work? What are some potential applications for neural networks? A neural network is a machine learning algorithm that is modeled on the human brain and nervous system. They are inspired by how our own brains process information, but they are also very different. Neural networks are a type of machine learning algorithm.