Fool's Mate is the fastest checkmating pattern that can occur in chess and can happen after just two moves. It is possible to achieve it only if White makes terrible opening mistakes, and that is why people call it Fool's Mate. Only Black can deliver this mate in two moves, although White can also win the game in three moves in a similar fashion.

Source: Chess