Cover for Mathematical Analysis for Machine Learning and Data Mining (IMAGE)
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There is no getting around it. Mathematical analysis is the gateway to the sciences and is central for understanding machine learning and data mining--especially when addressing topics such as the application of optimization techniques and functional analysis methods to support vector machines, or to measure theoretical arguments for approximation results needed in the study of neural networks. This book provides indispensable mathematical background for graduate students and researchers in machine learning and data mining.
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World Scientific
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