Here is a handy webpage describing hand-to-hand combat methods to use against zombies. It takes into account the particular weaknesses of zombies (slow speed) and strengths (poisonous bites, vice-like grip).
There are also instructions about dealing with multiple opponents, which is what you will likely be dealing with. Remember: once a zombie uprising occurs, it's too late to learn. So be prepared.