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Machine Learning

Machine Learning

Machine Learning is the design, development, and implementation of algorithms that allow computers to predict behaviors of the underlying data.


Pattern Recognition and Machine Learning (Information Science and Statistics) from Springer

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Bayesian Reasoning and Machine Learning by Cambridge University Press

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Machine Learning for Hackers from O'Reilly Media

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Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series) by The MIT Press

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Scaling up Machine Learning: Parallel and Distributed Approaches by Cambridge University Press

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Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning) by The MIT Press

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Reinforcement Learning: An Introduction (Adaptive Computation and Machine Learning) by A Bradford Book

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Machine Learning from McGraw-Hill Science/Engineering/Math

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Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning series) from The MIT Press

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Introduction to Machine Learning (Adaptive Computation and Machine Learning series) from The MIT Press

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Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Pattern Recognition) from Chapman and Hall/CRC

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Neural Networks and Learning Machines (3rd Edition) from Prentice Hall

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Optimization for Machine Learning (Neural Information Processing series) from The MIT Press

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Introduction to Machine Learning (Adaptive Computation and Machine Learning) from The MIT Press

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Optimal Learning (Wiley Series in Probability and Statistics) by Wiley

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An Elementary Introduction to Statistical Learning Theory (Wiley Series in Probability and Statistics) by Wiley

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Knowledge Discovery with Support Vector Machines (Wiley Series on Methods and Applications in Data Mining) by Wiley-Interscience

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Support Vector Machines (Information Science and Statistics) from Springer

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A First Course in Machine Learning (Chapman & Hall/Crc Machine Learning & Pattern Recognition) by Chapman and Hall/CRC

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Introduction to Machine Learning and Bioinformatics (Chapman & Hall/CRC Computer Science & Data Analysis) by Chapman and Hall/CRC

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