Remove NULL values only
$new_array_without_nulls = array_filter($array_with_nulls, 'strlen');
Remove any FALSE values
This includes NULL values, EMPTY arrays, etc. Thanks to Paul Scott for pointing out this method.
$new_array_without_nulls = array_filter($array_with_nulls);