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Sensor Data Analysis and Management: The Role of Deep Learning by A. Suresh 9781119682424

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Description

Deep Learning provides powerful tools for solving complex modelling problems across a broad range of industries. The benefits of deep learning are being realized in applications everywhere, including predictive maintenance, health monitoring, financial portfolio forecasting, and advanced driver assistance. As it is evident that deep learning will play a decisive role in solving major problems, this book will provide a better insight into the methods, algorithms and techniques for deep learning practitioners. Topics that will be covered in this book include the following: Internet of things based Human Activity Recognition Benefits of Neural Network in Internet of things Application Supervised Learning Data Representation Convolutional Neural Network for Predicting physical activity based on smartphone sensor data Deep Learning Analysis of Location Sensor Data for Human Activity Recognition Machine learning for internet of things data analysis Deep Learning for IoT Data Analytics

Book Information
ISBN 9781119682424
Author A. Suresh
Format Hardback
Page Count 250
Imprint Wiley-Blackwell
Publisher John Wiley and Sons Ltd

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