A neural network is a programming solution that uses machine learning (ML) methods to simulate the functions of the human brain. When compared to typical computers, neural networks process data faster and have better pattern recognition and problem-solving capabilities. This page discusses the meaning, operation, kinds, and applications of neural networks.