Introduction Amazon Web Services quietly changed everything about enterprise machine learning in late 2025. The updated Amazon SageMaker is a complete architectural rethink that merges data engineering, analytics, and ML into one unified platform. The SageMaker Story: From ML Tool to Data Platform SageMaker launched at AWS re:Invent in November 2017. Andy Jassy (then AWS […]