Automate Everything With SageMaker Pipelines

AWS has a service called SageMaker Pipelines. You can see the automated pipeline as a function. So you encapsulate all the tasks into a function and you can pass parameters to override this. And these parameters can basically increase the size of the infrastructure or reduce it automatically for you, depending on the size of your model.