Sylvester's Construction is a method for generating Hadamard matrices, which are square matrices with entries of +1 or -1 and whose rows are mutually orthogonal. This construction is especially significant because it provides a recursive way to create larger Hadamard matrices from smaller ones, contributing to their applications in error correction, signal processing, and quantum computing.