[Download] "Big Data Analytics for Cyber-Physical Systems" by Guido Dartmann, Houbing Song & Anke Schmeink # eBook PDF Kindle ePub Free

February 18, 2021

eBook details

Title: Big Data Analytics for Cyber-Physical Systems
Author : Guido Dartmann, Houbing Song & Anke Schmeink
Release Date : January 15, 2019
Genre: Law,Books,Professional & Technical,
Pages : * pages
Size : 63506 KB

Description

Big Data Analytics in Cyber-Physical Systems: Machine Learning for the Internet of Things examines sensor signal processing, IoT gateways, optimization and decision-making, intelligent mobility, and implementation of machine learning algorithms in embedded systems. This book focuses on the interaction between IoT technology and the mathematical tools used to evaluate the extracted data of those systems. Each chapter provides the reader with a broad list of data analytics and machine learning methods for multiple IoT applications. Additionally, this volume addresses the educational transfer needed to incorporate these technologies into our society by examining new platforms for IoT in schools, new courses and concepts for universities and adult education on IoT and data science.

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Bridges the gap between IoT, CPS, and mathematical modelling.Features numerous use cases that discuss how concepts are applied in different domains and applications.Provides "best practices", "winning stories" and "real-world examples" to complement innovation.Includes highlights of mathematical foundations of signal processing and machine learning in CPS and IoT.