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Scope of the book:
Scope of the book:
The pivotal element of this book is innovations for computational excellence which is the need of the hour for the era that had manoeuvred intelligent systems exploding with large collection of data into everyday’s life. This book will present the innovations in the emerging and interdisciplinary field of data science. The coverage will span key concepts ranging from statistics to machine learning, useful techniques for efficient information computing and the practical applications of data science for intelligent system applications with scope of building recommender systems to developing algorithms for real time information computing exploitable in resource-constraint environments, image processing and many more.
The book will provide a platform for the computer science, computer engineering, and information technology professionals, scientists, researchers, engineers, academicians and researchers from all over the world to share their original and unpublished contributions, ideas and viewpoints. This book will provide detailed overview on latest advancements and applications in the field of data science and computational excellence for intelligent systems. It will present integration of innovations in such applications that need to fuel excellence in computing gargantuan data which is mostly unstructured in resource deficient environments. The objective of the book is to explore computational excellence and data science as the most useful technologies that could powerfully improve human life and steer world towards society 5.0 by merging daily life data related concepts to solving complex problems in diverse fields.
The need of innovation in data Science is as fundamental as using a search engine to search web and in return get soaked in millions of web pages. That is the origin of science to be associated to very fundamental data. The information processing in diverse fields need to be equipped with excellence for high performance computing. To extract knowledge from data in true sense requires empowering complex system representation with rich data. It is an ambitious project to devise methodology for decision making where actionable insights are directly inferred from data way ahead of exploratory statistics and business intelligence. This data science will nurture the seeds of intelligent systems decking future smart cities round the globe.
Data Science applications have achieved accuracy and performance with the help of the advancements in information computing. This book will present integration of innovations in such applications that need to fuel excellence in computing gargantuan data which is mostly unstructured in resource deficient environments. The objective of the book is to explore computational excellence and data science as the most useful technologies that could powerfully improve human life and guide all to society 5.0 by merging daily life data related concepts to solving complex problems in diverse fields.
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