redhat.com facebook.com/redhatinc @RedHat linkedin.com/company/red-hat Introduction Almost every action we perform generates data. From simple daily tasks like buying groceries or booking a trip, to complex operations like operating manufacturing plants and aircraft, organizations across the globe produce, capture, distribute, and store data. This detail covers the stages of a data- intensive intelligent application life cycle. From start to finish, every aspect of this life cycle has spe- cific requirements regarding skills, tools, and infrastructure. All the stages need to be connected in today’s dispersed deployment environments, potentially spanning multiple cloud providers, in-house datacenters, and edge devices. This detail provides a Red Hat® view of the methodology and tech

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