Neural networks, a branch of computer science, strive to replicate the functions of the human brain through programming. These networks are designed to learn and adapt, similar to how our brains process and store information. With the ability to analyze large datasets and make predictions, neural networks have found applications in various fields, including finance. By understanding the fundamentals of neural networks, we can gain insights into their potential impact on financial decision-making.