Phong Shading is a technique in computer graphics that interpolates surface normals across rasterized polygons to achieve smooth shading effects. It enhances the realism of 3D models by calculating pixel-level lighting, providing more accurate reflections and highlights compared to simpler shading models like Gouraud Shading.