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Machine learning at scale is a website that provides insights into machine learning systems from top tech companies. It offers articles and newsletters discussing various topics related to machine learning at a large scale, including distributed training, feature stores, deploying on-device models, robustness against adversarial examples, different roles in the industry, and more.