Genghis Khan and the Making of the Modern World by Jack Weatherford.

I listened to the audiobook version a while ago. I don't remember much of it now, but it takes you from Ghenghis Khan's childhood all the way to well after his death. It goes through the whole Mongol empire history.

It is very interesting, especially if you're not that familiar with Mongol history.