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Book Cover
E-book
Author Samanta, Debabrata, 1987- author.

Title Computationally intensive statistics for intelligent IoT / Debabrata Samanta, Amit Banerjee
Published Singapore : Springer, 2021

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Description 1 online resource
Series Studies in autonomic, data-driven and industrial computing, 2730-6445
Studies in autonomic, data-driven and industrial computing, 2730-6445
Contents Introduction to Intelligent IoT -- ML and Information Advancement platform in Intelligent IoT -- Machine Intelligence and Data Science for Intelligent IoT -- Approaches of Data Analytics in Intelligent Medicare utilizing IoT -- Trends and Applications of Intelligent IoT in Agriculture -- Transformation of Intelligent IoT in the Energy Sector -- Abnormality Diagnosis from Ambient Data: Intelligent IoT Data Sequences in Real Time -- Future of Intelligent IoT
Summary The book covers computational statistics, its methodologies and applications for IoT device. It includes the details in the areas of computational arithmetic and its influence on computational statistics, numerical algorithms in statistical application software, basics of computer systems, statistical techniques, linear algebra and its role in optimization techniques, evolution of optimization techniques, optimal utilization of computer resources, and statistical graphics role in data analysis. It also explores computational inferencing and computer model's role in design of experiments, Bayesian analysis, survival analysis and data mining in computational statistics
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (SpringerLink, viewed October 6, 2021)
Subject Internet of things -- Statistical methods
Machine learning.
Machine learning
Form Electronic book
Author Banerjee, Amit, author
ISBN 9789811659362
9811659362