A quotation is a phrase or a sentence from a book or a speech that reflects the author's profound thoughts.
Often the words quote and quotation are used interchangeably. Quote is a verb and quotation is a noun. So, in effect, you quote a quotation.
Note: In deference to popular usage, the Quotations GuideSite on About.com uses these words interchangeably.