What is Alpha Channel?

Now I understand that the alpha channel is a very powerful function. Often when I use Photoshop tuts, they tell me to use alpha channels, but I never understand why to use it. I just followed the steps. Learned not much. Now I quite understand what it is. It is a selection tool...

By the way, thanks for the good links and tips of course!