How do you stay at the gym for more than twenty minutes?

I recently started hitting the gym (yay me), but I've noticed that after I've done every machine I need once or twice, I'm out of things to do.

Also, I tend to change machines often because, as implied, I'm kinda new to it and don't have much to work with.

Any tips? :D