There are lots of matrix operations which are hard to learn to do by hand but easy to do on the computer (so long as your matrix is not too large! Please do not use matrices bigger than 10x10.)

Statistical Mechanics: Entropy, Order Parameters, and Complexity, now available at Oxford University Press (USA, Europe).