Mathematical Model
A mathematical model is a representation of a real-world system or process using mathematical language and symbols. It is a simplified version of the system or process that captures its essential features and relationships. Mathematical models are used in data science and artificial intelligence to make predictions, optimize performance, and gain insights into complex phenomena. They can be used to model physical systems, such as the behavior of fluids or the movement of objects, as well as social systems, such as the spread of diseases or the behavior of markets. Mathematical models can be deterministic or stochastic, depending on whether they incorporate randomness or not. They can also be linear or nonlinear, depending on whether they follow a straight line or a curved line. The choice of model depends on the specific problem and the available data.
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