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This technical white paper discusses the benefits of automated machine learning and the challenges of non-automated model development that it overcomes. The paper presents an overview of the H2O Driverless AI product from H2O.ai, along with a solution architecture for H2O Driverless AI built on the Dell Validated Design for AI. It also provides several validated use cases using the solution.