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Delve into the transformative power of cloud-based data management in AI applications. As we deepen our footprint in the digital realm, the cloud emerges as a linchpin in reshaping how organizations handle vast volumes of data. This comprehensive chapter sheds light on the pivotal advantages, from scalability and cost-efficiency to heightened security and seamless integration. Explore firsthand accounts from industry leaders like Netflix, Snapchat, ASOS, and Capital One, and discern how they leverage prominent platforms like AWS, GCP, Azure, IBM Cloud, and Snowflake. Dive in to understand the nuances of these platforms, ensuring your organization harnesses the full potential of AI, driven by robust data management strategies.