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Machine Learning
Af: Kevin P. Murphy Engelsk Hardback
SPAR
kr 332
Machine Learning
Af: Kevin P. Murphy Engelsk Hardback
A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.

Today''s Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.

The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

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A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.

Today''s Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.

The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

Produktdetaljer
Sprog: Engelsk
Sider: 1104
ISBN-13: 9780262018029
Indbinding: Hardback
Udgave:
ISBN-10: 0262018020
Kategori: Machine learning
Udg. Dato: 24 aug 2012
Længde: 44mm
Bredde: 237mm
Højde: 207mm
Oplagsdato: 24 aug 2012
Forfatter(e): Kevin P. Murphy
Forfatter(e) Kevin P. Murphy


Kategori Machine learning


Sprog Engelsk


Indbinding Hardback


Sider 1104


Udgave


Længde 44mm


Bredde 237mm


Højde 207mm

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