ECS trades kubernetes manifests and generalized tools for cloudformation or the AWS UI, though..

Most everything else seems to be the same thing as if you ran with EKS, just different names for everything.

Setting it up yourself, though, no, I wouldn't do that unless I had a large enough team to maintain it.