Apparently avocados are fairly simple to grow. The process is a lot like starting a potato. Place the pit pointy side up, submerge the lower inch in water, holding the rest of it up with toothpicks.

I have done this and placed it in my south facing window.

It looks like I scored the side of the pit when cutting it out of the fruit. I'll have to see if this causes a problem.