23. Purdue Boilermakers
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Purdue is one of the best programs in the NCAA not to have made a Final Four this century. Somehow, despite the leadership of coach Matt Painter, Purdue hasn’t made it to the last weekend of the tournament since 1980 and has yet to win an NCAA Tournament.
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Despite their lack of national success, Purdue has shown up in conference play. They have 24 Big Ten regular-season titles, which is the most in the league. But despite the regular-season success, they’ve won just one Big Ten Tournament title.
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