Programming Collective Intelligence: Building Smart Web 2.0 Applications
Author: Toby Segaran
Manufacturer: O'Reilly Media, Inc.
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Pattern Recognition and Machine Learning (Information Science and Statistics)
Author: Christopher M. Bishop
Manufacturer: Springer
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Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Author: Ian H. Witten
Manufacturer: Morgan Kaufmann
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Introduction to Algorithms
Author: Thomas H. Cormen
Manufacturer: The MIT Press
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Speech and Language Processing (2nd Edition) (Prentice Hall Series in Artificial Intelligence)
Author: Daniel Jurafsky
Manufacturer: Prentice Hall
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The Elements of Statistical Learning
Author: T. Hastie
Manufacturer: Springer
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All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)
Author: Larry Wasserman
Manufacturer: Springer
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Artificial Intelligence: A Modern Approach (2nd Edition) (Prentice Hall Series in Artificial Intelligence)
Author: Stuart Russell
Manufacturer: Prentice Hall
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Pattern Classification (2nd Edition)
Author: Richard O. Duda
Manufacturer: Wiley-Interscience
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Data Mining: Concepts and Techniques, Second Edition (The Morgan Kaufmann Series in Data Management Systems)
Author: Micheline Kamber Jiawei Han
Manufacturer: Morgan Kaufmann
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Foundations of Statistical Natural Language Processing
Author: Christopher D. Manning
Manufacturer: The MIT Press
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An Introduction to Computational Learning Theory
Author: Michael J. Kearns
Manufacturer: The MIT Press
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Introduction to the Theory of Computation, Second Edition
Author: Michael Sipser
Manufacturer: Course Technology
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Neural Networks for Pattern Recognition
Author: Christopher M. Bishop
Manufacturer: Oxford University Press, USA
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Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Author: Ethem Alpaydin
Manufacturer: The MIT Press
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Computer Manual in MATLAB to Accompany Pattern Classification, Second Edition
Author: David G. Stork
Manufacturer: Wiley-Interscience
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Information Theory, Inference & Learning Algorithms
Author: David J. C. MacKay
Manufacturer: Cambridge University Press
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Data Mining: Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems)
Author: Jiawei Han
Manufacturer: Morgan Kaufmann
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An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
Author: Nello Cristianini
Manufacturer: Cambridge University Press
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Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning)
Author: Richard S. Sutton
Manufacturer: The MIT Press
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Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations (The Morgan Kaufmann Series in Data Management Systems)
Author: Ian H. Witten
Manufacturer: Morgan Kaufmann
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Kernel Methods for Pattern Analysis
Author: John Shawe-Taylor
Manufacturer: Cambridge University Press
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