Edge AI

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Release : 2020-08-31
Genre : Computers
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Book Rating : 869/5 ( reviews)

Edge AI - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Edge AI write by Xiaofei Wang. This book was released on 2020-08-31. Edge AI available in PDF, EPUB and Kindle. As an important enabler for changing people’s lives, advances in artificial intelligence (AI)-based applications and services are on the rise, despite being hindered by efficiency and latency issues. By focusing on deep learning as the most representative technique of AI, this book provides a comprehensive overview of how AI services are being applied to the network edge near the data sources, and demonstrates how AI and edge computing can be mutually beneficial. To do so, it introduces and discusses: 1) edge intelligence and intelligent edge; and 2) their implementation methods and enabling technologies, namely AI training and inference in the customized edge computing framework. Gathering essential information previously scattered across the communication, networking, and AI areas, the book can help readers to understand the connections between key enabling technologies, e.g. a) AI applications in edge; b) AI inference in edge; c) AI training for edge; d) edge computing for AI; and e) using AI to optimize edge. After identifying these five aspects, which are essential for the fusion of edge computing and AI, it discusses current challenges and outlines future trends in achieving more pervasive and fine-grained intelligence with the aid of edge computing.

The AI Edge

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Release : 2024-09-04
Genre : Business & Economics
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Book Rating : 487/5 ( reviews)

The AI Edge - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The AI Edge write by Jeb Blount. This book was released on 2024-09-04. The AI Edge available in PDF, EPUB and Kindle. Upgrade your sales process by plugging into the new power of artificial intelligence In today's cutthroat sales world, where sales professionals are constantly juggling multiple responsibilities and navigating a sea of relentless competitors, everyone is looking for an edge. What if that EDGE is found in a tool powerful enough to give you more time in your sales day, accelerate your productivity, and still leave room for the human touch that's vital to building relationships? Enter the game-changing world of Artificial Intelligence. Enter The AI Edge. The AI Edge isn't just another book about technology. Anthony Iannarino and Jeb Blount, the world's most prolific sales book authors and trainers, have come together to transform how you navigate the sales process by helping you plug into artificial intelligence. This groundbreaking, hands-on guide marries their unparalleled sales strategies, used by millions of salespeople, with the transformative power of AI. Drawing from cutting-edge research and real-world applications, the authors demystify AI and demonstrate its potential to give you more time to leverage your human advantage—creativity, empathy, and authenticity—to build deeper relationships and winning solutions that give you a leg up over the competition. Inside you'll find: Expert Guidance: Benefit from the combined wisdom of Blount and Iannarino, two giants in the sales realm, as they lay out the roadmap to plugging into an AI-augmented sales strategy Streamlined Processes & Empowered Engagement: Discover AI's role in automating repetitive tasks, freeing you to fully lean into the uniquely human side of sales: cultivating relationships, unleashing creativity, and offering unparalleled authenticity Sales Prompt Engineering: Get hands-on with tailored prompts that allow you to tap into generative AI and get better results in less time Powerful Messaging: Learn how AI, used effectively, can help you develop and go to market with powerful messaging and presentations that connect with stakeholder needs and separate you from the crowded field Intelligent Insights: Grasp how AI can be leveraged to surface insights that give you instant authority, grab stakeholder attention, and lead to richer, more productive sales conversations Research: Leverage the power of AI to build target prospecting lists that open pipeline opportunities while reducing cold calling and rejection Navigating the world of AI might seem daunting, but with Iannarino and Blount at the helm, it's a journey of empowerment, innovation, and profound human connection. Embrace a future where technology and humanity come together and carve out your own AI Edge in sales.

AI, Edge and IoT-based Smart Agriculture

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Release : 2021-11-10
Genre : Technology & Engineering
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Book Rating : 957/5 ( reviews)

AI, Edge and IoT-based Smart Agriculture - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook AI, Edge and IoT-based Smart Agriculture write by Ajith Abraham. This book was released on 2021-11-10. AI, Edge and IoT-based Smart Agriculture available in PDF, EPUB and Kindle. AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant disease occurrence for improved sustainability and increased profitability. The book also addresses precision irrigation, precision horticulture, greenhouse IoT, livestock monitoring, IoT ecosystem for agriculture, mobile robot for precision agriculture, energy monitoring, storage management, and smart farming. The book provides an overarching focus on sustainable environment and sustainable economic development through smart and e-agriculture. Providing a medium for the exchange of expertise and inspiration, contributions from both smart agriculture and data mining researchers around the world provide foundational insights. The book provides practical application opportunities for the resolution of real-world problems, including contributions from the data mining, data analytics, Edge of Things, and cloud research communities working in the farming production sector. The book offers broad coverage of the concepts, themes, and instruments of this important and evolving area of IOT-based agriculture, Edge of Things and cloud-based farming, Greenhouse IOT, mobile agriculture, sustainable agriculture, and big data analytics in agriculture toward smart farming. Integrates sustainable agriculture, Greenhouse IOT, precision agriculture, crops monitoring, crops controlling to prediction, livestock monitoring, and farm management Presents data mining techniques for precision agriculture, including weather prediction, plant disease prediction, and decision support for crop and soil selection Promotes the importance and uses in managing the agro ecosystem for food security Emphasizes low energy usage options for low cost and environmental sustainability

Applied Edge AI

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Release : 2022-04-05
Genre : Computers
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Book Rating : 691/5 ( reviews)

Applied Edge AI - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Edge AI write by Pethuru Raj. This book was released on 2022-04-05. Applied Edge AI available in PDF, EPUB and Kindle. The strategically sound combination of edge computing and artificial intelligence (AI) results in a series of distinct innovations and disruptions enabling worldwide enterprises to visualize and realize next-generation software products, solutions and services. Businesses, individuals, and innovators are all set to embrace and experience the sophisticated capabilities of Edge AI. With the faster maturity and stability of Edge AI technologies and tools, the world is destined to have a dazzling array of edge-native, people-centric, event-driven, real-time, service-oriented, process-aware, and insights-filled services. Further on, business workloads and IT services will become competent and cognitive with state-of-the-art Edge AI infrastructure modules, AI algorithms and models, enabling frameworks, integrated platforms, accelerators, high-performance processors, etc. The Edge AI paradigm will help enterprises evolve into real-time and intelligent digital organizations. Applied Edge AI: Concepts, Platforms, and Industry Use Cases focuses on the technologies, processes, systems, and applications that are driving this evolution. It examines the implementation technologies; the products, processes, platforms, patterns, and practices; and use cases. AI-enabled chips are exclusively used in edge devices to accelerate intelligent processing at the edge. This book examines AI toolkits and platforms for facilitating edge intelligence. It also covers chips, algorithms, and tools to implement Edge AI, as well as use cases. FEATURES The opportunities and benefits of intelligent edge computing Edge architecture and infrastructure AI-enhanced analytics in an edge environment Encryption for securing information An Edge AI system programmed with Tiny Machine learning algorithms for decision making An improved edge paradigm for addressing the big data movement in IoT implementations by integrating AI and caching to the edge Ambient intelligence in healthcare services and in development of consumer electronic systems Smart manufacturing of unmanned aerial vehicles (UAVs) AI, edge computing, and blockchain in systems for environmental protection Case studies presenting the potential of leveraging AI in 5G wireless communication

AI at the Edge

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Release : 2023-01-10
Genre : Computers
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Book Rating : 175/5 ( reviews)

AI at the Edge - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook AI at the Edge write by Daniel Situnayake. This book was released on 2023-01-10. AI at the Edge available in PDF, EPUB and Kindle. Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target--from ultra-low power microcontrollers to embedded Linux devices. This practical guide gives engineering professionals, including product managers and technology leaders, an end-to-end framework for solving real-world industrial, commercial, and scientific problems with edge AI. You'll explore every stage of the process, from data collection to model optimization to tuning and testing, as you learn how to design and support edge AI and embedded ML products. Edge AI is destined to become a standard tool for systems engineers. This high-level road map helps you get started. Develop your expertise in AI and ML for edge devices Understand which projects are best solved with edge AI Explore key design patterns for edge AI apps Learn an iterative workflow for developing AI systems Build a team with the skills to solve real-world problems Follow a responsible AI process to create effective products