The following is from http://titan.colorado.edu/courses.d/IFEM.d/ and can serve as a good refresher for matrix algebra.

Appendix A Index . Vector Algebra Refresher.
Appendix B Index . Matrix Algebra Refresher.
Appendix C Index . A Continuation of Appendix B.
Appendix D Index . Matrix Calculus Summary.