To be fair, I was probably exaggerating a bit when I said "trivial" but it is pretty straightforward and you can do all of it from inside Visual Studio:
https://azure.microsoft.com/en-gb/documentation/articles/web...
NB You can move to more sensible deployment mechanisms, but for getting going quickly it is pretty neat to deploy straight from your IDE.