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The YouTube tutorial discusses the famous probability problem known as the Birthday Problem. The problem involves determining the likelihood of two or more people sharing the same birthday in a group. It is a surprising result for many, even if they have seen it before. The tutorial aims to explain how to approach and think about the problem. The problem is simple to state: in a group of people, how likely is it that at least two people have the same birthday. This concept is fundamental in the study of probability.