Credit History is a major requirement only when you apply with major companies. Individual owners usually don't require credit history.
For more info, read one of the many subjects in the Housing section of this forum. The following is one of the many post:
http://www.canadavisa.com/canada-immigration-discussion-board/how-to-rent-before-you-arrive-t44774.0.html