And if you want more technical details, the Filesystem Hierarchy Standard is the place to look:

  http://www.pathname.com/fhs
  http://www.pathname.com/fhs/pub/fhs-2.3.html

Somewhat Linux-specific, but worth reading even if you're on OS X, as much of the content is the same.