A Vandermonde matrix is a type of matrix with a geometric progression in each row, commonly used in polynomial interpolation and systems of linear equations. Its determinant, known as the Vandermonde determinant, is particularly useful for understanding the linear independence of polynomials and is non-zero if all the elements in the first column are distinct.