ML cloud services are evolving fast and furious. GCP and AWS are the leading players. Here is a quick visual peak at both ML tech stacks.
AWS has SageMaker as the centerpiece:
Then there is GCP with its Kubeflow angle and on-premises hybrid cloud options:
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