Big Data Analytics 2nd Edition by Radha Shankarmani, Vijayalakshmi – Ebook PDF Instant Download/Delivery: 9788126565757, 8126565756
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Product details:
ISBN 10: 8126565756
ISBN 13: 9788126565757
Author: Radha Shankarmani, M. Vijayalakshmi
The goal of this book is to cover foundational techniques and tools required for Big Data Analytics. It focuses on concepts, principles and techniques applicable to any technology environment and industry and establishes a baseline that can be enhanced further by additional real-world experience. This book aims to be a ready reckoner to either a novice or a professional working in the field. Topics covered include Hadoop, MapReduce, Association Rules, Large-Scale Supervised Machine Learning, Data Streams, Clustering, NoSQL systems (Pig, Hive) and Applications including Recommendation Systems, Web and Security.
Table of contents:
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Big Data Analytics
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Hadoop
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What is NoSQL?
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MapReduce
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Finding Similar Items
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Mining Data Streams
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Link Analysis
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Frequent Itemset Mining
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Clustering Approaches
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Recommendation Systems
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Mining Social Network Graphs
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Tags: Radha Shankarmani, Vijayalakshmi, Big Data, Analytics