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This course covers the origins and intuitions of Transformers, followed by an in-depth discussion on Non-Parametric Transformers (NPTs), recently accepted to NeurIPS. The course aims to provide insights into building massive neural networks and making them accessible to engineers and researchers. The teaching method involves lectures by experts in the field. This course is intended for individuals interested in advanced topics in neural networks, specifically in the areas of Transformers and non-parametric models.
