Data Mining and Analytics provides a broad and interactive overview of a rapidly growing field. The exponentially increasing rate at which data is generated cre

A comprehensive overview of data mining from an algorithmic perspective, integrating related concepts from machine learning and statistics.

Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly

A guide to the principles and methods of data analysis that does not require knowledge of statistics or programming A General Introduction to Data Analytics is

New to the second edition of this advanced text are several chapters on regression, including neural networks and deep learning.