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Machine Learning Models and Algorithms for Big Data Classification
by Shan Suthaharan
Business & Economics / Management
Computers / Database Administration & Management
Computers / Artificial Intelligence / General
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Publisher: Springer Year: 2015 Pages: 359 Language: EN
About this book
This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tree (a hierarchical approach), random forest (an ensemble hierarchical approach), and deep learning (a layered approach) are highly suitable for the system that can handle such problems. This book helps readers, especially students and newcomers to the field of big data and machine learning, to gain a quick understanding of the techniques and technologies; therefore, the theory, examples, and programs (Matlab and R) presented in this boo...
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