I quickly scanned the answers and didn't find the following:
Square matrices of order n$n$ can be considered to be embedded in R^(nxn)$\Bbb R^{n \times n}$. TheThe determinant is a continuous function of the entries of the matrix, so the singular matrices are det^(-1)(0)$\det^{-1}(0)$ and are therefore a closed set in R^(nxn)$\Bbb R^{n \times n}$. ThusThus, there will be non-singular matrices arbitrarily close to a singular matrix in any convenient metric on R^(nxn)$\Bbb R^{n \times n}$. OfOf course, they will have pretty ugly condition numbers.