A Neural Network (NN) is a computational model inspired by the way biological neural networks in the human brain operate. It is a fundamental component of machine learning and artificial intelligence. Neural networks consist of layers of interconnected nodes, called neurons, that process and transform information. These networks are trained using algorithms to recognize patterns, make predictions, or perform tasks based on input data. Neural networks can have multiple layers (deep neural networks) and are crucial in the field of deep learning.