Mathematical functions are essential tools in mathematics that describe the relationship between input and output values. They can take various forms such as polynomial functions like linear, quadratic, cubic, and quartic, as well as exponential functions for growth and decay, and logarithmic functions like natural logarithm (ln) and common logarithm (log). Other types include trigonometric functions, rational functions, power functions, inverse functions, periodic functions, piecewise functions, complex functions, parametric functions, vector functions, hyperbolic functions, and implicit functions. These functions play a crucial role in modeling real-world phenomena and solving mathematical problems.