Teradata’s white paper on modernizing data platforms explores the benefits of migrating from Hadoop to Teradata Vantage for AI/ML and generative AI workloads. As enterprises integrate advanced AI capabilities, traditional Hadoop environments face challenges in operational efficiency and scalability. Teradata Vantage addresses these issues by providing a unified, high-performance platform optimized for diverse analytics workloads. The paper highlights improved resource utilization, faster time-to-insight, and simplified data management, helping organizations accelerate AI innovation while reducing costs and complexity in managing large-scale analytics environments.

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