Neural networks are a sub-discipline of deep learning that are designed to imitate the structure and function of the human brain. These models are composed of interconnected nodes, or neurons, that process and transmit information. Neural networks are used to solve complex problems in a variety of industries, from healthcare to finance to marketing. This article explores the different types of neural networks, how they work, and their real-world applications.