A polynomial basis is a set of polynomials used as a foundation to represent any polynomial function in a given vector space, facilitating operations like interpolation and approximation. It provides a structured way to express complex polynomial functions using simpler, well-defined polynomial components, enhancing computational efficiency and analytical clarity.