Simple linear algebra methods are a surprisingly powerful tool to prove combinatorial results. Some examples of combinatorial theorems with linear algebra proofs are the (weak) perfect graph theorem, the Frankl-Wilson theorem, and Fisher's inequality.
Are there other good examples?