Machine Learning in Cognitive IoT (e-bog) af Makkar, Aaisha
Makkar, Aaisha (forfatter)

Machine Learning in Cognitive IoT e-bog

436,85 DKK (inkl. moms 546,06 DKK)
This book covers the different technologies of Internet, and machine learning capabilities involved in Cognitive Internet of Things (CIoT). Machine learning is explored by covering all the technical issues and various models used for data analytics during decision making at different steps. It initiates with IoT basics, its history, architecture and applications followed by capabilities of CIoT...
E-bog 436,85 DKK
Forfattere Makkar, Aaisha (forfatter)
Forlag CRC Press
Udgivet 20 august 2020
Længde 296 sider
Genrer Automatic control engineering
Sprog English
Format epub
Beskyttelse LCP
ISBN 9781000767971
This book covers the different technologies of Internet, and machine learning capabilities involved in Cognitive Internet of Things (CIoT). Machine learning is explored by covering all the technical issues and various models used for data analytics during decision making at different steps. It initiates with IoT basics, its history, architecture and applications followed by capabilities of CIoT in real world and description of machine learning (ML) in data mining. Further, it explains various ML techniques and paradigms with different phases of data pre-processing and feature engineering. Each chapter includes sample questions to help understand concepts of ML used in different applications.Explains integration of Machine Learning in IoT for building an efficient decision support systemCovers IoT, CIoT, machine learning paradigms and modelsIncludes implementation of machine learning models in RHelp the analysts and developers to work efficiently with emerging technologies such as data analytics, data processing, Big Data, RoboticsIncludes programming codes in Python/Matlab/R alongwith practical examples, questions and multiple choice questions