Wikipedia defines Yoga as a "..form of mysticism that developed on the Indian subcontinent in the Hindu cultural context."
Answers.com has two definitions for Yoga, the second being " A system of exercises practiced as part of this discipline to promote control of the body and mind."
In North America, many people practice the Yoga exercises more for the reasons outlined in the Answers.com definition.