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The elements of statistical learning is a comprehensive mathematical treatment of machine learning from a statistical perspective this means you get good . The elements of statistical learning data mining inference and prediction second edition february 2009. This book describes the important ideas in a variety of fields such as medicine biology finance and marketing in a common conceptual framework while the approach is statistical the emphasis is on concepts rather than mathematics. Elements of statistical learning there is no true interpretation of anything interpretation is a vehicle in the service of human comprehension. The elements of statistical learning has 1016 ratings and 30 reviews during the past decade there has been an explosion in computation and information
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