Neural networks are a class of machine learning models inspired by the structure and function of the human brain. They are composed of interconnected nodes or neurons that are organized into layers. These neurons take in inputs, perform mathematical operations on them, and produce outputs. Neural networks have become increasingly popular in recent years due to their ability to learn from large...