Introduction:

few and a few are used with count nouns
little and a little with non count.

Structure:

A little, a few mean some.
Little and few mean not much.

Examples:

I have a few minutes. Let’s get together.
I have few minutes. Can we do it tomorrow?
I have a little time. Let’s get together.
I have little time. Can we do it tomorrow?