Nope. It doesn't HAVE to be notarized. In my case, I wrote an invitation letter for my wife and spouse TRVs are hard to come by so I got it notarized just to give it a tone of seriousness. So, in a nutshell, it is not required but it doesn't hurt to get it done.
IMO, letter of invitation is...