  We consider the information metric and Berry connection in the context of
noncommutative matrix geometry. We propose that these objects give a new method
of characterizing the fuzzy geometry of matrices. We first give formal
definitions of these geometric objects and then explicitly calculate them for
the well-known matrix configurations of fuzzy $S^2$ and fuzzy $S^4$. We find
that the information metrics are given by the usual round metrics for both
examples, while the Berry connections coincide with the configurations of the
Wu-Yang monopole and the Yang monopole for fuzzy $S^2$ and fuzzy $S^4$,
respectively. Then, we demonstrate that the matrix configurations of fuzzy
$S^n$ $(n=2,4)$ can be understood as images of the embedding functions
$S^n\rightarrow \textbf{R}^{n+1}$ under the Berezin-Toeplitz quantization map.
Based on this result, we also obtain a mapping rule for the Laplacian on fuzzy
$S^4$.
