Iot And Machine Learning A Comprehensive Guide For Smart Systems
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Iot And Machine Learning A Comprehensive Guide For Smart Systems
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Author : Dr. Rohit Tripathi
language : en
Publisher: Academic Guru Publishing House
Release Date : 2024-11-29
Iot And Machine Learning A Comprehensive Guide For Smart Systems written by Dr. Rohit Tripathi and has been published by Academic Guru Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Study Aids categories.
IoT and Machine Learning: A Comprehensive Guide for Smart Systems is an authoritative resource that delves deep into the transformative power of IoT and Machine Learning in the development of smart systems. This book covers everything from the fundamentals of IoT architecture and the types of machine learning algorithms to the integration of these technologies in various smart applications, including healthcare, agriculture, industrial IoT, and smart cities. The book is divided into structured chapters that address the key elements of IoT and ML, starting with an overview of each technology, followed by in-depth coverage of topics such as data collection, preprocessing, predictive modeling, real-time analytics, and the security and privacy issues inherent in both fields. Additionally, it explores the challenges and solutions related to scaling, interoperability, and the ethical concerns that arise in the deployment of these technologies. Each chapter provides practical insights, real-world examples, and case studies that demonstrate the power of IoT and ML working together. This book serves as both a theoretical guide and a practical reference for anyone looking to understand how these technologies are reshaping the world and how they can be applied to build smarter, more efficient systems in various domains. Whether you’re a student, professional, or researcher, this book offers valuable knowledge to propel you forward in this exciting field.
Leveraging Iot And Machine Learning For Smart Urban Planning
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Author : Ahmad, Muneer
language : en
Publisher: IGI Global
Release Date : 2025-04-09
Leveraging Iot And Machine Learning For Smart Urban Planning written by Ahmad, Muneer and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-09 with Political Science categories.
The integration of the Internet of Things (IoT) and machine learning (ML) transforms the way cities are planned, developed, and managed, creating a new era of smart urban planning. By connecting physical infrastructure with real-time data, IoT devices enable cities to collect and analyze large amounts of information on data like traffic patterns and energy usage to air quality and public services. When paired with the predictive capabilities of machine learning, this data can optimize urban systems, enhance sustainability, and improve residential quality of life. Smart urban planning powered by IoT and ML facilitates more efficient resource management while fostering greater resilience in the face of urban challenges, such as population growth, environmental pressures, and climate change. This innovative approach may help create cities that are smarter, more adaptive, and better equipped to meet future needs. Leveraging IoT and Machine Learning for Smart Urban Planning explores the integration of IoT and machine learning technologies to create smarter, more efficient, and sustainable environments. It covers theoretical foundations, practical applications, and real-world case studies across various sectors including urban planning, transportation, energy management, agriculture, healthcare, water resources, and waste management. This book covers topics such as citizen engagement, renewable energy, smart cities, and is a useful resource for policymakers, business owners, engineers, sociologists, academicians, researchers, and data scientists.
Smart Embedded Systems
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Author : Arun Sinha
language : en
Publisher: CRC Press
Release Date : 2023-12-01
Smart Embedded Systems written by Arun Sinha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-01 with Technology & Engineering categories.
"Smart Embedded Systems: Advances and Applications" is a comprehensive guide that demystifies the complex world of embedded technology. The book journeys through a wide range of topics from healthcare to energy management, autonomous robotics, and wireless communication, showcasing the transformative potential of intelligent embedded systems in these fields. This concise volume introduces readers to innovative techniques and their practical applications, offers a comparative analysis of wireless protocols, and provides efficient resource allocation strategies in IoT-based ecosystems. With real-world examples and in-depth case studies, it serves as an invaluable resource for students and professionals seeking to harness the power of embedded technology to shape our digital future. Salient Features: The book provides a comprehensive coverage of various aspects of smart embedded systems, exploring their design, implementation, optimization, and a range of applications. This is further enhanced by in-depth discussions on hardware and software optimizations aimed at improving overall system performance. A detailed examination of machine learning techniques specifically tailored for data analysis and prediction within embedded systems. This complements the exploration of cutting-edge research on the use of AI to enhance wireless communications. Real-world applications of these technologies are extensively discussed, with a focus on areas such as seizure detection, noise reduction, health monitoring, diabetic care, autonomous vehicles, and communication systems. This includes a deep-dive into different wireless protocols utilized for data transfer in IoT systems. This book highlights key IoT technologies and their myriad applications, extending from environmental data collection to health monitoring. This is underscored by case studies on the integration of AI and IoT in healthcare, spanning topics from anomaly detection to informed clinical decision-making. Also featured is a detailed evaluation and comparison of different system implementations and methodologies This book is an essential read for anyone interested in the field of embedded systems. Whether you're a student looking to broaden your knowledge base, researchers looking in-depth insights, or professionals planning to use this cutting-edge technology in real-world applications, this book offers a thorough grounding in the subject.
Smart Healthcare Systems
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Author : Adwitiya Sinha
language : en
Publisher: Chapman & Hall/CRC
Release Date : 2019
Smart Healthcare Systems written by Adwitiya Sinha and has been published by Chapman & Hall/CRC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Artificial intelligence categories.
About the Book The book provides details of applying intelligent mining techniques for extracting & pre-processing medical data from various sources, for application-based healthcare research. Moreover, different datasets are used, thereby exploring real-world case studies related to medical informatics. This book would provide insight to the learners about Machine Learning, Data Analytics, and Sustainable Computing. Salient Features of the Book Exhaustive coverage of Data Analysis using R Real-life healthcare models for: Visually Impaired Disease Diagnosis & Treatment options Applications of Big Data & Deep Learning in Healthcare Drug Discovery Complete guide to learn the knowledge discovery process, build versatile real life healthcare applications Compare & analyze recent healthcare technologies and trends Target Audience This book is mainly targeted at researchers, undergraduate, postgraduate students, academicians, and scholars working in the area of data science and its application to health sciences. Also, the book is beneficial for engineers who are engaged in developing actual healthcare solutions. ng in Healthcare Drug Discovery Complete guide to learn the knowledge discovery process, build versatile real life healthcare applications Compare & analyze recent healthcare technologies and trends Target Audience This book is mainly targeted at researchers, undergraduate, postgraduate students, academicians, and scholars working in the area of data science and its application to health sciences. Also, the book is beneficial for engineers who are engaged in developing actual healthcare solutions.
Building Smart Devices And Home Automation With Raspberry Pi
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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2025-05-28
Building Smart Devices And Home Automation With Raspberry Pi written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-28 with Technology & Engineering categories.
Unlock the future of home automation with "Building Smart Devices and Home Automation with Raspberry Pi"âyour gateway to transforming any living space into a seamless, tech-driven sanctuary. Designed for tech enthusiasts and beginners alike, this comprehensive guide takes you on a journey through the cutting-edge world of smart homes, all powered by the versatile Raspberry Pi. Start with an enlightening introduction to the intersection of home automation and IoT technologies, discovering a whole new realm of DIY possibilities. As you delve deeper, you'll gain hands-on expertise with Raspberry Pi setup, understanding network essentials, and connecting to local networks. You'll soon be navigating the Raspberry Pi operating system like a pro. Embrace the power of connected homes by mastering pivotal IoT protocols such as Bluetooth, Zigbee, and MQTT. Elevate the functionality of your living space by integrating sensors for real-time data collection and automation, boosting security with custom surveillance systems, and turning on the lights with just your voice. With chapters dedicated to smart lighting, climate control, and voice assistants, you'll streamline daily routines effortlessly. But it doesn't stop there. Transform your entertainment experiences by configuring a Raspberry Pi-powered media center and automating audio-visual setups. Keep a watchful eye on energy consumption with advanced monitoring and enjoy sustainable solutions by exploring solar integrations. Security and privacy are paramount in the connected world, and you'll learn how to protect your devices with secure protocols and practices. When challenges arise, look no further; troubleshooting and diagnostic sections are here to keep your smart home running smoothly. Ready to expand further? Dive into innovative projects incorporating AI and machine learning, develop bespoke IoT devices, and stay ahead with future trends in smart home technology. This eBook is your ultimate guide to crafting an intelligent home ecosystem, offering boundless possibilities for the curious mind. Prepare to be inspired and redefine what it means to live smartly.
5g And Beyond
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Author : Bharat Bhushan
language : en
Publisher: Springer Nature
Release Date : 2023-08-29
5g And Beyond written by Bharat Bhushan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-29 with Technology & Engineering categories.
This open-access book aims to highlight the coming surge of 5G network-based applications and predicts that the centralized networks and their current capacity will be incapable of meeting the demands. The book emphasizes the benefits and challenges associated with the integration of 5G networks with varied applications. Further, the book gathers and investigates the most recent 5G-based research solutions that handle security and privacy threats while considering resource-constrained wireless devices. The information, applications, and recent advances discussed in this book will serve to be of immense help to practitioners, database professionals, and researchers.
Demystifying Big Data Analytics For Industries And Smart Societies
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Author : Keshav Kaushik
language : en
Publisher: CRC Press
Release Date : 2023-10-02
Demystifying Big Data Analytics For Industries And Smart Societies written by Keshav Kaushik and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-02 with Computers categories.
This book aims to provide readers with a comprehensive guide to the fundamentals of big data analytics and its applications in various industries and smart societies. What sets this book apart is its in-depth coverage of different aspects of big data analytics, including machine learning algorithms, spatial data analytics, and IoT-based smart systems for precision agriculture. The book also delves into the use of big data analytics in healthcare, energy management, and agricultural development, among others. The authors have used clear and concise language, along with relevant examples and case studies, to help readers understand the complex concepts involved in big data analytics. Key Features: Comprehensive coverage of the fundamentals of big data analytics In-depth discussion of different aspects of big data analytics, including machine learning algorithms, spatial data analytics, and IoT-based smart systems Practical examples and case studies to help readers understand complex concepts Coverage of the use of big data analytics in various industries, including healthcare, energy management, and agriculture Discussion of challenges and legal frameworks involved in big data analytics Clear and concise language that is easy to understand This book is a valuable resource for business owners, data analysts, students, and anyone interested in the field of big data analytics. It provides readers with the tools they need to leverage the power of big data and make informed decisions that can help their organizations succeed. Whether you are new to the field or an experienced practitioner, "Demystifying Big Data Analytics for Industries and Smart Societies" is must-read.
Integrating Ai And Sustainability In Technical And Vocational Education And Training Tvet
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Author : Sorayyaei Azar, Ali
language : en
Publisher: IGI Global
Release Date : 2025-04-24
Integrating Ai And Sustainability In Technical And Vocational Education And Training Tvet written by Sorayyaei Azar, Ali and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-24 with Education categories.
As industries worldwide adopt advanced technologies and sustainable practices, the role of technical and vocational education and training (TVET) is evolving to meet these new demands. TVET institutions must now integrate artificial intelligence (AI) and sustainability into their programs to produce a workforce equipped with future-ready skills. By incorporating AI tools and sustainable practices into TVET curricula, educators can provide learners with the competencies to thrive in green technologies, smart manufacturing, renewable energy, and other emerging fields. This integration empowers individuals with new skills and contributes to a more sustainable, resilient global economy. Further exploration may bridge the gap between technological advancement and environmental responsibility. Integrating AI and Sustainability in Technical and Vocational Education and Training (TVET) provides a comprehensive guide on how TVET can successfully incorporate technological elements, addressing the frameworks, strategies, best practices, and challenges associated with this transformation. It supports educators in navigating the complexities of integrating AI and sustainability into vocational training. This book covers topics such as cybersecurity, data science, and supply chains, and is a useful resource for business owners, engineers, educators, academicians, researchers, and data scientists.
The Complete Guide To Elevator Installation And Repair
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Author : Barrett Williams
language : en
Publisher: Barrett Williams
Release Date : 2025-07-01
The Complete Guide To Elevator Installation And Repair written by Barrett Williams and has been published by Barrett Williams this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-01 with Technology & Engineering categories.
Unlock the world of vertical transportation with "The Complete Guide to Elevator Installation and Repair," the definitive resource for aspiring and seasoned professionals alike. Imagine mastering the complex systems that quietly power the modern skyline. Whether you're stepping into the industry or looking to refine your craft, this comprehensive guide offers everything you need to succeed. Start your journey by exploring the fascinating history of elevators and understanding the crucial role of an installer and repairer. Dive into industry standards, ensuring you're always one step ahead in compliance and safety. In "Understanding Elevator Systems," learn about the multiple types of elevators, including hydraulic and traction systems, and uncover the secrets behind their key components and control mechanisms. Safety is paramount, and you'll gain insight into essential safety protocols and regulations, equipping you with the knowledge to protect yourself and others. Mastery of tools and equipment is at your fingertips. Delve into the specifics of installation and repair, from site preparation to the intricate art of wiring and electrical components. The book breaks down complex concepts into manageable steps, guiding you through diagnosing and troubleshooting common issues with precision and confidence. Get exclusive access to insights from industry veterans and explore case studies that highlight real-world challenges and innovative solutions. Discover the latest trends in elevator technology and prepare to adapt to the rapid advancements and smart technologies reshaping the industry. Finally, "The Complete Guide to Elevator Installation and Repair" offers a unique perspective on developing vital client relationship skills, negotiation tactics, and the pathways to career advancement. Whether you're navigating apprenticeships or building a lasting career, this guide will be your trusted ally. Embrace your potential and elevate your expertise with this indispensable guide. Your future in the elevator industry starts here.
An Ai For Structural Integrity Monitoring
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Author : Kossi Ntiafalali Aziagba
language : en
Publisher: Kossi Ntiafalali Aziagba
Release Date : 2024-07-14
An Ai For Structural Integrity Monitoring written by Kossi Ntiafalali Aziagba and has been published by Kossi Ntiafalali Aziagba this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-14 with Technology & Engineering categories.
This AI system can be applied in various real-world scenarios, such as: - Bridge Monitoring: Continuous monitoring of bridges to detect early signs of wear and prevent collapses. - Building Inspections: Routine assessments of high-rise buildings to identify structural weaknesses. In the future, this AI could be explored and used by the entire population to identify construction anomalies and structural pathologies. Suppose you are in your room and suddenly notice a large crack in the main pillar of your roof. When this AI is ready, you will simply need to take 2 or 3 photos of the concerned area from different angles. The device will immediately analyze the damage, compare it with its data, describe the situation, and provide you with recommendations. The system could also automatically alert engineers and the government based on the severity of the case. Additionally, the system will have an integrated thermal camera to analyze thermal factors, determining the depth of the damage and the affected area.