You can host your kubernetes cluster anywhere. Or multiple places (as in you can host both at azure and AWS or your own data center and Google etc).

I'm not a fanboy of kubernetes, I think it makes some really trivial things stupidly complex, but avoiding vender lock in is huge. It can be massively better but oh well.