Massachusetts Institute of Technology: Srini Devadas and Eric Lehman's "Graph Theory"
Read Section 5 on trees on pages 15 - 18. Please note that the definition of tree or the properties of trees (Theorem 8) can be used to determine if a graph is a tree.