This unique volume is an introduction for computer scientists, including a formal study of theoretical algorithms for Big Data applications, which allows them t

This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tr

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

As today's organizations are capturing exponentially larger amounts of data than ever, now is the time for organizations to rethink how they digest that data. T

If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools