What should be the ideal rest-period after a workout?

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People are realizing by the droves that being fit and staying fit is beneficial. Most would probably join a gym and start their workout routines. I have done the same. I can see many spending a lot of their time in the gym on a regular basis. How long should one rest before / after an intense workout?