The Sierpinski Carpet is a two-dimensional fractal that exhibits self-similar patterns at different scales, created by recursively removing central squares from a solid square object. It serves as a fundamental example in chaos theory and mathematical discussions about dimension and scaling, illustrating complex structures arising from simple iterative processes.