> I was installing modules and just before I installed Category I noticed
> "categories" under the Administer menu BUT I don't see a categories
> module that needs to be enabled under admin > modules.
>
> Can someone explain what I am encountering?

You are experiencing the "friendly" name of taxonomy.module.