How Do I Deploy a Model in the Cloud?

There's lots of differet things consider with putting the model in the cloud and running it that way. Maybe you've trained that model on the cloud, but then when you actually put that model into production, it's going to be on an edge device, on a phone. So how am i going to keep this model up to date? Do i do my model operationalization in the cloud or locally? And what additional data do you need? The big punch line for all this is that a i and a cloud are completely separate and dependent decisions made completely separately from each other. But we need to make them work with each other exactly.