More than likely you're knitting on the inside of the hat. Make sure that the outside of the hat is facing you when you're knitting. The needle side you're working on will be close to your body, the loop of knitting away. You shouldn't have to turn it inside out if you start on the correct side of the hat.
In the video section under advanced techniques there are videos for knitting in the round including DPN.