Transcription of Pattern Recognition and Machine Learning
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Pattern Recognition and Machine Learning
Sample ChapterPattern Recognition and Machine LearningChristopher M. BishopCopyrightc 2002 2006 This is an extract from the book Pattern Recognition and Machine Learning published by Springer (2006).It contains the preface with details about the mathematicalnotation, the complete table of contents of thebook and an unabridged version of chapter 8 on Graphical Models. This document, as well as furtherinformation about the book, is available from: cmbishop/PRMLP refacePattern Recognition has its origins in engineering, whereas Machine Learning grewout of computer science. However, these activities can be viewed as two facets ofthe same field, and together they have undergone substantialdevelopment over thepast ten years.
algorithms using appropriate data sets. A companion volume (Bishop and Nabney, 2008) will deal with practical aspects of pattern recognition and machine learning, and will be accompanied by Matlab software implementing most of the algorithms discussed in this book. Acknowledgements
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