Large-scale data science no longer lives in notebooks and isolated GPU racks — it lives on cloud platforms that blend raw compute, managed data services, and governance into an operational fabric that teams can scale, secure, and iterate on. This feature examines the cloud platforms that currently give enterprise data science teams the best chance to build, train, and operationalize models at scale, explains what each platform does well, flags realistic limits and risks, and lays out a...