In sports: FA refers to the Football Association which governs English football (soccer).
In music: FA is the name of the fourth note of the musical scale.
In mathematics: FA stands for "Functional analysis".
In slang abbreviations: FA stands for "F*** All"
For many other possible meanings see Wikipedia's entry.