Rational interpolation is a form of interpolation where the interpolant is a ratio of two polynomials, offering greater flexibility and accuracy for approximating functions with poles or rapid oscillations compared to polynomial interpolation. This method is particularly useful in numerical analysis for functions that exhibit singularities or steep gradients, as it can provide better convergence properties and reduced error rates.