Machine Learning Models and Algorithms for Big Data Classification Thinking with Examples for Effective Learning /

• Main Author: Suthaharan, Shan (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US : Imprint: Springer, 2016.
• Edition: 1st ed. 2016.
• Series: Integrated Series in Information Systems, 36
• Subjects: Business.; Management.; Database management.; Artificial intelligence.; Business and Management.; Database Management.; Artificial Intelligence (incl. Robotics).

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...