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Data Analytics by Dr. Radha Shankarmani, Dr. M. Vijayalakshmi

Data Analytics

by Dr. Radha Shankarmani, Dr. M. Vijayalakshmi
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Paperback: Paperback
  • ISBN13: 9789354641824
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wiley
  • Publisher Imprint: Wiley
  • Publication Date:
  • Pages: 336
  • Original Price: INR 925.0
  • Language: English
  • Edition: N/A
  • Item Weight: 500 grams
  • BISAC Subject(s): N/A

The goal of this book is to provide a smooth transition from traditional data analytics to recent algorithms for massive data analysis including real-time 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. A whole section is devoted to classical supervised methods of analysis like regression, times series, Bayesian analysis, etc. Recent topics in clustering and data streams analysis is covered later. Emphasis is on newer tools like MapReduce and NoSQL. A comprehensive discussion of real-time analytics is included. ·Introduction to Big Data ·Data Analysis ·Neural Networks ·Mining Data Streams ·Frequent Itemsets and Clustering ·Frameworks and Visualization

Dr. Radha Shankarmani is currently working as Professor and Head at Department of Information Technology, Sardar Patel Institute of Technology, Mumbai. Prof Shankarmani holds a Masters degree in Computer Science and Engineering from NIT, Trichy and Bachelors degree from PSG College of Technology in Electronics and Communication Engineering. She has more than 20 years of teaching experience and 4 years of industry experience where she has held designations such as Programmer, Software Engineer and Manager. Dr. M. Vijayalakshmi is Professor of Information Technology at VES Institute of Technology Mumbai. Currently she is also the Vice Principal of the college. During her career at VESIT, she has served on syllabus board of Mumbai University for BE of Computer Science and Information Technology departments. She has made several contributions to conferences, national and international in field of Data Mining, Big Data Analytics and has conducted several workshops on data mining related fields. Her areas of research include Databases, Data Mining, Business Intelligence and designing new algorithms for Big Data Analytics.

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