34. 1977 Marquette Golden Eagles
Key Players: Butch Lee, Bo Ellis, Jerome Whitehead
Finish: Won the national championship
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Despite all the success Marquette has enjoyed over the years—14 Sweet 16 appearances, three Final Fours, and more than 30 players who have come up through the ranks and eventually played in the NBA—they have just one NCAA title. That's OK, though, because the one they've got featured a stellar group of guys led by the late Al McGuire, who promptly retired right after taking home the title in 1977. Talk about walking away on top.