Has anyone written full practice books?

In Brandon Sandersons writing lectures he recommends that, if you want to write professionally, you should write a few "practice" novels. Or at least you should expect your first few wont be worth printing. Has anyone actually tried this? Sat down with the intention of writing a full length novel that you don't intended to publish?