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by Max Kuhn, Kjell Johnson

Winner of the 2014 Technometrics Ziegel Prize for Outstanding BookApplied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations ...

by Eric Siegel

"Mesmerizing & fascinating..."  —The Seattle Post-Intelligencer "The Freakonomics of big data." —Stein Kretsinger, founding executive of Advertising.com Award-winning | Used by over 30 universities | Translated into 12 languages An introduction for ...

by John D. Kelleher, Brian Mac Namee, Aoife D'Arcy

A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.Machine learning is often used to build predictive models ...

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