This white paper describes NetApp modern data analytics solution strategies. It includes details about the business outcomes, customer challenges, technology trends, competition legacy architecture, modern workflows, use cases, industries, cloud, technology partners, data movers, NetApp Active IQ, NetApp DataOps Toolkit, Hadoop to Spark, software-defined storage with NetApp Astra Control, containers, enterprise data management, archiving, and tiering toward achieving the goals of AI and analytics and how NetApp and customers together are modernizing their data architecture.