A mathematical model uses mathematical descriptions, functions, and equations to represent real-world situations in a simplified way. There are three main types of mathematical models: linear models which use linear functions, quadratic models which use quadratic functions, and exponential models which use exponential functions. The process of developing a mathematical model involves making assumptions and simplifications, representing the situation using functions or relations, then comparing predictions from the model to real data.