ML from Scratch: Foundations: Derive, Build, and Understand Machine Learning First Principles

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ML from Scratch: Foundations: Derive, Build, and Understand Machine Learning First Principles

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MIT Press

Learning Theory from First Principles (Adaptive Computation and Machine Learning)

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AI From Scratch: The Foundations of Machine Learning

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O'Reilly Media

Deep Learning from Scratch: Building with Python First Principles

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The MIT Press

Learning Theory from First Principles (Adaptive Computation and Machine series)

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