{"product_id":"sensor-data-analysis-and-management-the-role-of-deep-learning","title":"Sensor Data Analysis and Management","description":"\u003cp\u003e\u003cb\u003eDiscover detailed insights into the methods, algorithms, and techniques for deep learning in sensor data analysis\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eSensor Data Analysis and Management: The Role of Deep Learning\u003c\/i\u003e delivers an insightful and practical overview of the applications of deep learning techniques to the analysis of sensor data. The book collects cutting-edge resources into a single collection designed to enlighten the reader on topics as varied as recent techniques for fault detection and classification in sensor data, the application of deep learning to Internet of Things sensors, and a case study on high-performance computer gathering and processing of sensor data.\u003c\/p\u003e \u003cp\u003eThe editors have curated a distinguished group of perceptive and concise papers that show the potential of deep learning as a powerful tool for solving complex modelling problems across a broad range of industries, including predictive maintenance, health monitoring, financial portfolio forecasting, and driver assistance.\u003c\/p\u003e \u003cp\u003eThe book contains real-time examples of analyzing sensor data using deep learning algorithms and a step-by-step approach for installing and training deep learning using the Python keras library. Readers will also benefit from the inclusion of:\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eA thorough introduction to the Internet of Things for human activity recognition, based on wearable sensor data\u003c\/li\u003e\n\u003cli\u003eAn exploration of the benefits of neural networks in real-time environmental sensor data analysis\u003c\/li\u003e\n\u003cli\u003ePractical discussions of supervised learning data representation, neural networks for predicting physical activity based on smartphone sensor data, and deep-learning analysis of location sensor data for human activity recognition\u003c\/li\u003e\n\u003cli\u003eAn analysis of boosting with XGBoost for sensor data analysis\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003ePerfect for industry practitioners and academics involved in deep learning and the analysis of sensor data, Sensor Data Analysis and Management: The Role of Deep Learning will also earn a place in the libraries of undergraduate and graduate students in data science and computer science programs.\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":50092967526744,"sku":"9781119682424","price":123.99,"currency_code":"EUR","in_stock":true}],"url":"https:\/\/agendabookshop.com\/products\/sensor-data-analysis-and-management-the-role-of-deep-learning","provider":"Agenda Bookshop","version":"1.0","type":"link"}