Entertainers Cheryl Burke, Joe Jonas, Nicole Scherzinger, Ciara, Jeff Dye and Alan Ritchson compete to prove that they can learn new skills, showcase their talents and complete surprise challenges. In a friendly rivalry -- without judges or eliminations -- celebrities try to earn bragging rights as they tackle something new that they think they can master. The celebrities put on a show featuring unique and breathtaking acts in hope of proving that they "can do that!" Comic/actor Marlon Wayans serves as host.