Algebraic functions are mathematical expressions that can be defined as the roots of polynomial equations, encompassing a wide range of functions including polynomial, rational, and radical functions. They are fundamental in understanding the behavior of curves and surfaces in algebraic geometry, providing insights into both theoretical and applied mathematics.