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 from First Principles

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Manning

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MIT Press

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

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Artificial Intelligence and Machine Learning Foundations: from experience

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