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Machine learning : a probabilistic perspective / Kevin P. Murphy

This textbook provides a comprehensive introduction to machine learning using a unified probabilistic approach. It covers foundational theory and recent developments such as deep learning, featuring colour illustrations, pseudo-code, and diverse application examples.

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Computer Science Economics Mathematics Psychology Science Statistics

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Accession Number: 14162

Site: Vernon O Content

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Binding Type: Hard Back

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Machine learning/Artificial intelligence/Cognitive science/Science Statistical matching/Sampling (Statistics)/Statistics/Mathematics/Science Probabilities/Mathematics/Science Bayesian statistical decision theory/Statistical decision/Statistics/Mathematics/Science

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