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"Author aims this text at advanced undergraduates, beginning graduate students, and researchers new to machine learning and pattern recognition. ... Pattern Recognition and Machine Learning provides excellent intuitive descriptions and appropriate-level technical details on modern pattern recognition and machine learning. It can be used to teach a course or for self-study, as well as for a reference. ... I strongly recommend it for the intended audience and note that Neal (2007) also has given this text a strong review to complement its strong sales record." --Thomas Burr, Journal of the American Statistical Association, Vol. 103 (482), June, 2008
"In this book, aimed at senior undergraduates or beginning graduate students, Bishop provides an authoritative presentation of many of the statistical techniques that have come to be considered part of pattern recognition or machine learning . ... This book will serve as an excellent reference. ... With its coherent viewpoint, accurate and extensive coverage, and generally good explanations, Bishop s book is a useful introduction ... and a valuable reference for the principle techniques used in these fields." --Radford M. Neal, Technometrics, Vol. 49 (3), August, 2007
"This beautifully produced book is intended for advanced undergraduates, PhD students, and researchers and practitioners, primarily in the machine learning or allied areas...A strong feature is the use of geometric illustration and intuition...This is an impressive and interesting book that might form the basis of several advanced statistics courses. It would be a good choice for a reading group." --John Maindonald for the Journal of Statistical Software
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- ÉditeurSpringer-Verlag New York Inc.
- Date d'édition2016
- ISBN 10 1493938436
- ISBN 13 9781493938438
- ReliureBroché
- Langueanglais
- Nombre de pages778
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Pattern Recognition and Machine Learning (Information Science and Statistics)
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Pattern Recognition and Machine Learning
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Springer, 2016
ISBN 10 : 1493938436
ISBN 13 : 9781493938438
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