Strassen's Algorithm is an efficient method for matrix multiplication that reduces the computational complexity from the conventional O(n^3) to approximately O(n^2.81), making it significantly faster for large matrices. It achieves this by recursively breaking down matrices into smaller submatrices and strategically combining them to minimize the number of multiplications required.