Can someone better explain a hedge fund to me and why they are so risky?

I have invested for about 3 years now and am doing ok. I noticed there were a few people in forbes 400 that were billionaires off hedge funds?

How are hedge funds capable of making that amount of money? Just please explain them better for me!
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