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I suggest you start with EC2 mode for ECS (you manage your own instances). You can create an ECS cluster from the console easily, and then create an ECD task definition (similar as docker-compose service) and then an ECS service. After you get familiar with all this, you can use some CLI tool to "update" your running service with the new pushed image tag from ECR. For this you can use AWS CLI, but I recommend you use an existing tool that wraps everything you need under a single command, like https://github.com/fabfuel/ecs-deploy.
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