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RecordNumber
4457
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Author
Suthaharan, Shanauthor
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Title
Machine Learning Models and Algorithms for Big Data Classification Thinking with Examples for Effective Learning
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Author Statement
by Shan Suthaharan
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Edition
1st ed. 2016.
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Collation
1 online resource (XIX, 359 pages 149 illustrations, 82 illustrations in color.)
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Series
Integrated Series in Information Systems
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Notes
Science of Information -- Part I Understanding Big Data -- Big Data Essentials -- Big Data Analytics -- Part II Understanding Big Data Systems -- Distributed File System -- MapReduce Programming Platform -- Part III Understanding Machine Learning -- Modeling and Algorithms -- Supervised Learning Models -- Supervised Learning Algorithms -- Support Vector Machine -- Decision Tree Learning -- Part IV Understanding Scaling-Up Machine Learning -- Random Forest Learning -- Deep Learning Models -- Chandelier Decision Tree -- Dimensionality Reduction
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Subject
Management. , Database management. , Artificial intelligence. , Management. , Database Management. , Artificial Intelligence.
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Link To Document :
