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This textbook, suitable for an early undergraduate up to a graduate course, provides an overview of many basic principles and techniques needed for modern data

The first book to present the common mathematical foundations of big data analysis across a range of applications and technologies. Today, the volume, velocity,

Focuses on mathematical understanding Presentation is self-contained, accessible, and comprehensive Full color throughout Extensive list of exercises and worked

Mathematicians have skills that, if deepened in the right ways, would enable them to use data to answer questions important to them and others, and report those