Pattern Recognition and Machine Learning by Christopher M. Bishop

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Publisher: SpringerCondition: NewISBN-13: 9780387310732ISBN-10: 0387310738Author: Christopher M. BishopFormat: HardcoverSold by: The Sequoia BooksChristopher Bishop's landmark text is one of the most respected and widely used references in machine learning and pattern recognition. Suitable for advanced undergraduates, graduate students, and researchers, the book provides a comprehensive, mathematically grounded introduction to the field, covering probability, Bayesian methods, neural networks, graphical models, and more. With clear explanations, worked examples, and exercises, it offers a rigorous foundation for understanding the statistical techniques underpinning modern machine learning. A definitive reference for students and practitioners alike. Show more