A Hadamard matrix is a square matrix whose entries are either +1 or -1, and whose rows are mutually orthogonal, meaning the dot product of any two distinct rows is zero. These matrices are used in various fields such as error correction, signal processing, and quantum computing due to their unique properties and maximal determinant for a given order.