What is a handicap in golf?

I have looked this up in Wikipedia and it doesn't make sense to me.

My friend says he is trying to get down to a single digit handicap and I heard Trump claim that his is a 4.

Can someone explain this concept in layman's terms to a total idiot like me?
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