A model is a mathematical representation of a real-world process or system. Models are used to make predictions, classify data, or gain insights from large datasets. They are trained on historical data and then used to make predictions on new, unseen data. Models can range from simple linear regression models to complex deep learning models, depending on the complexity of the problem being solved.