Quadratic approximation is a method used in calculus to approximate a function near a given point using a quadratic polynomial, providing a more accurate representation than linear approximation. It is particularly useful in optimization problems and when analyzing the behavior of functions around critical points, leveraging the second derivative to capture curvature information.