Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.

Massive modern datasets make traditional data structures and algorithms grind to a halt. This fun and practical guide introduces cutting-edge techniques that ca

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

Advances in technology are making massive data sets common in many scientific disciplines, such as astronomy, medical imaging, bio-informatics, combinatorial ch

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