Big Data Analytics, 2ed
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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. ·Big Data Analytics ·Hadoop ·What is NoSQL? ·MapReduce ·Finding Similar Items ·Mining Data Streams ·Link Analysis ·Frequent Itemset Mining ·Clustering Approaches ·Recommendation Systems ·Mining Social Network Graphs
Dr. Radha Shankarmani is currently working as Professor and Head at Department of Information Technology, Sardar Patel Institute of Technology, Mumbai. Her areas of interest include Business Intelligence, Software Engineering, Software Testing, Databases, Data Warehousing and Mining, Computer Simulation and Modeling, Management Information System and SOA. Dr. M. Vijayalakshmi is Professor of Information Technology at VES Institute of Technology Mumbai. Currently she is also the Vice Principal of the college. She has more than 25 years of teaching experience both at undergraduate and postgraduate engineering level.During her career at VESIT, she has served on syllabus board of Mumbai University for BE of Computer Science and Information Technology departments.
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