Machine Learning in Cognitive IoT

Machine Learning in Cognitive IoT
Author: Neeraj Kumar and Aaisha Makkar
Publisher Finelybook 出版社: CRC Press; 1st edition (May 28, 2020)
Language 语言: English
Hardcover: 318 pages
ISBN-10: 0367359162
ISBN-13: 9780367359164
Book Description
This book covers the different technologies of Internet, and machine learning capabilities involved in Cognitive Internet of Things (CIoT). Machine learning is explored Author: 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 Author: 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 system
Covers IoT, CIoT, machine learning paradigms and models
Includes implementation of machine learning models in R
Help the analysts and developers to work efficiently with emerging technologies such as data analytics, data processing, Big Data, Robotics
Includes programming codes in Python/Matlab/R alongwith practical examples, questions and multiple choice questions