As an addendum, a path is a list of directories that the machine will look in when you type a command into the shell - many programs are stored in a /bin directory, so if you add that directory to your path, you can run programs in there just by typing the name of the program, rather than the full location of it.

$PATH is simply a variable used to store the list of directories that will be searched.

HTH,

A.