How do you do Perlin Noise?

I've been working on a lot of terrain generation lately and I'm trying to figure out how to use Perlin noise to create some smooth terrain. I've visited many websites to try and figure this out, but I am unable to understand it. Can anyone just give a simple explanation of sorts?

Any explanation, information, or code helps.