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Cerebrium is a modern data and AI platform that enables businesses to build and deploy machine learning products quickly and easily without requiring a large data team. It provides serverless AI infrastructure, allowing users to deploy models to GPUs with fast cold-start times and scalable performance, while reducing costs. Users can write code in Python and Cerebrium handles infrastructure and scaling, making it suitable for companies of various sizes and industries.