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The third edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. is a compilation of new and creative data mining techniques, which address the scaling-up of the framework of classical and modern statistical methodology, for predictive modeling and analysis of big data. SM-DM provides proper solutions to common problems facing the newly minted data scientist in the data mining discipline. Its...

For many decades after the American Revolution, the image of the Republic shaped people's thinking and influenced events. Yet the simple republic and a growing, increasingly complex, capitalist America represented a clear paradox in American thinking. James Kirke Paulding was at one pole of that paradox. The first American writer to devote his career to describing America and Americans, to social commentary and social criticism, Paulding came to his subject as a crusader, his cause being the defense of the republic as a way of life, an economic and social system, and an ethical code....

If you were looking for a philosopher likely to appeal to Americans, Friedrich Nietzsche would be far from your first choice. After all, in his blazing career, Nietzsche took aim at nearly all the foundations of modern American life: Christian morality, the Enlightenment faith in reason, and the idea of human equality. Despite that, for more than a century Nietzsche has been a hugely popular--and surprisingly influential--figure in American thought and culture.

In American Nietzsche, Jennifer Ratner-Rosenhagen delves deeply into Nietzsche's philosophy, and America's reception of...

If you were looking for a philosopher likely to appeal to Americans, Friedrich Nietzsche would be far from your first choice. After all, in his blazing career, Nietzsche took aim at nearly all the foundations of modern American life: Christian morality, the Enlightenment faith in reason, and the idea of human equality. Despite that, for more than a century Nietzsche has been a hugely popular--and surprisingly influential--figure in American thought and culture.

In American Nietzsche, Jennifer Ratner-Rosenhagen delves deeply into Nietzsche's philosophy, and America's reception of...