One of the main programs in the theory of C*-algebras is to classify C*-algebras using invariants from K-theory. In this talk I'll discuss how similar efforts have been attempted for noncommutative algebras, particularly the Leavitt path algebras of a directed graph. These classification results have connections with the symbolic dynamics of the directed graph, and I will discuss the successes, limitations, and current status of these efforts.