Beginning Azure Iot Edge Computing
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Beginning Azure Iot Edge Computing
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Author : David Jensen
language : en
Publisher: Apress
Release Date : 2019-04-29
Beginning Azure Iot Edge Computing written by David Jensen and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-29 with Computers categories.
Use a step-by-step process to create and deploy your first Azure IoT Edge solution. Modern day developers and architects in today’s cloud-focused world must understand when it makes sense to leverage the cloud. Computing on the edge is a new paradigm for most people. The Azure IoT Edge platform uses many existing technologies that may be familiar to developers, but understanding how to leverage those technologies in an edge computing scenario can be challenging. Beginning Azure IoT Edge Computing demystifies computing on the edge and explains, through concrete examples and exercises, how and when to leverage the power of intelligent edge computing. It introduces the possibilities of intelligent edge computing using the Azure IoT Edge platform, and guides you through hands-on exercises to make edge computing approachable, understandable, and highly useful. Through user-friendlydiscussion you will not only understand how to build edge solutions, but also when to build them. By explaining some common solution patterns, the decision on when to use the cloud and when to avoid the cloud will become much clearer. What You'll Learn Create and deploy Azure IoT Edge solutions Recognize when to leverage the intelligent edge pattern and when to avoid it Leverage the available developer tooling to develop and debug IoT Edge solutions Know which off-the-shelf edge computing modules are available Become familiar with some of the lesser-known device protocols used in conjunction with edge computing Understand how to securely deploy and bootstrap an IoT Edge device Explore related topics such as containers and secure device provisioning Who This Book Is For Developers or architects who want to understand edge computing and when and where to use it. Readers should be familiar with C# or Python and have a high-level understanding of the Azure IoT platform.
Hands On Edge Analytics With Azure Iot
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Author : Colin Dow
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-05-21
Hands On Edge Analytics With Azure Iot written by Colin Dow and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-21 with Computers categories.
Design, secure, and protect the privacy of edge analytics applications using platforms and tools such as Microsoft's Azure IoT Edge, MicroPython, and Open Source Computer Vision (OpenCV) Key FeaturesBecome well-versed with best practices for implementing automated analytical computationsDiscover real-world examples to extend cloud intelligenceDevelop your skills by understanding edge analytics and applying it to research activitiesBook Description Edge analytics has gained attention as the IoT model for connected devices rises in popularity. This guide will give you insights into edge analytics as a data analysis model, and help you understand why it’s gaining momentum. You'll begin with the key concepts and components used in an edge analytics app. Moving ahead, you'll delve into communication protocols to understand how sensors send their data to computers or microcontrollers. Next, the book will demonstrate how to design modern edge analytics apps that take advantage of the processing power of modern single-board computers and microcontrollers. Later, you'll explore Microsoft Azure IoT Edge, MicroPython, and the OpenCV visual recognition library. As you progress, you'll cover techniques for processing AI functionalities from the server side to the sensory side of IoT. You'll even get hands-on with designing a smart doorbell system using the technologies you’ve learned. To remove vulnerabilities in the overall edge analytics architecture, you'll discover ways to overcome security and privacy challenges. Finally, you'll use tools to audit and perform real-time monitoring of incoming data and generate alerts for the infrastructure. By the end of this book, you'll have learned how to use edge analytics programming techniques and be able to implement automated analytical computations. What you will learnDiscover the key concepts and architectures used with edge analyticsUnderstand how to use long-distance communication protocols for edge analyticsDeploy Microsoft Azure IoT Edge to a Raspberry PiCreate Node-RED dashboards with MQTT and Text to Speech (TTS)Use MicroPython for developing edge analytics appsExplore various machine learning techniques and discover how machine learning is related to edge analyticsUse camera and vision recognition algorithms on the sensory side to design an edge analytics appMonitor and audit edge analytics appsWho this book is for If you are a data analyst, data architect, or data scientist who is interested in learning and practicing advanced automated analytical computations, then this book is for you. You will also find this book useful if you’re looking to learn edge analytics from scratch. Basic knowledge of data analytics concepts is assumed to get the most out of this book.
Edge Computing In Action
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Author : Nate Phoetean
language : en
Publisher: Independently Published
Release Date : 2024-04-04
Edge Computing In Action written by Nate Phoetean and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-04 with Computers categories.
"Edge Computing in Action: Building Scalable Applications with Azure" is a comprehensive guide designed for IT professionals, system architects, developers, students, and technology enthusiasts eager to master edge computing using Microsoft Azure. This book demystifies the concept of edge computing and its integration with IoT, guiding readers through a journey from foundational principles to the deployment of scalable, efficient, and secure solutions at the edge. With a pragmatic approach, the book covers setting up the Azure IoT Edge environment, designing scalable edge solutions, developing Azure IoT Edge modules, managing data analytics at the edge, and integrating AI and machine learning technologies. It also delves into essential security practices, monitoring, and troubleshooting techniques, offering a plethora of real-world use cases and best practices proven to address contemporary challenges. Whether you're looking to enhance your professional skills or exploring edge computing for the first time, "Edge Computing in Action" serves as an indispensable resource, providing the knowledge and tools necessary to harness the power of Azure services. Embark on this enlightening journey to unlock the potential of edge computing and transform raw data into actionable insights right where it's needed.
Developing Edge Computing Applications With Aws Greengrass And Azure Iot Edge
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Author : Greyson Chesterfield
language : en
Publisher: Independently Published
Release Date : 2024-10-31
Developing Edge Computing Applications With Aws Greengrass And Azure Iot Edge written by Greyson Chesterfield and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-31 with Computers categories.
Unlock the full potential of edge computing and transform your IoT strategy with Developing Edge Computing Applications with AWS Greengrass and Azure IoT Edge. This hands-on guide empowers developers and tech enthusiasts to bring data processing closer to the action, reducing latency, boosting performance, and paving the way for real-time decision-making across industries. Explore real-world applications in smart cities, healthcare, manufacturing, and beyond, with step-by-step insights into leveraging AWS Greengrass and Azure IoT Edge. From installation and security best practices to advanced monitoring and case studies, every chapter equips you with the knowledge to deploy powerful edge solutions that integrate seamlessly with cloud services. Perfect for anyone eager to stay at the forefront of edge innovation!
Design And Deploy Iot Network Security With Microsoft Azure
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Author : Puthiyavan Udayakumar
language : en
Publisher: Springer Nature
Release Date : 2024-11-07
Design And Deploy Iot Network Security With Microsoft Azure written by Puthiyavan Udayakumar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-07 with Computers categories.
Unlock the potential of IoT with Microsoft Azure through this comprehensive guide, designed to elevate your understanding and implementation of cutting-edge IoT network and security solutions. Whether you are a beginner or a seasoned professional, this book offers clear, actionable insights to help you master the intricacies of IoT with Azure. This book equips you with the expertise to design and deploy secure, efficient, and scalable IoT networks using Microsoft Azure. It is your key to becoming a proficient IoT architect and security specialist. What You Will Learn Know the fundamentals of IoT networks and security, including key concepts, terminologies, and the importance of securing IoT deployments Dive into Azure Edge Services to design and deploy edge solutions that bring computation and data storage closer to the data source, enhancing speed and efficiency Explore the architecture and deployment of Azure IoT networks to gain practical knowledge on setting up scalable, reliable, and secure IoT networks tailored to your needs Study best practices and strategies for securing your IoT environment and ensuring robust protection against emerging threats Monitor and manage your IoT solutions effectively via tools and techniques for maintaining optimal performance, diagnosing issues, and ensuring seamless operation of your IoT networks Who This Book Is For IoT network and security engineers, architects, and Azure IoT developers
Azure Iot Development
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Author : Mark J. Azis
language : en
Publisher:
Release Date : 2021-05-19
Azure Iot Development written by Mark J. Azis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-19 with categories.
Design, secure, and protect the privacy of edge analytics applications using platforms and tools such as Microsoft's Azure IoT Edge, MicroPython, and Open Source Computer Vision (OpenCV) Key Features Become well-versed with best practices for implementing automated analytical computations Discover real-world examples to extend cloud intelligence Develop your skills by understanding edge analytics and applying it to research activities Book Description Edge analytics has gained attention as the IoT model for connected devices rises in popularity. This guide will give you insights into edge analytics as a data analysis model and help you understand why it's gaining momentum. You'll begin with the key concepts and components used in an edge analytics app. Moving ahead, you'll delve into communication protocols to understand how sensors send their data to computers or microcontrollers. Next, the book will demonstrate how to design modern edge analytics apps that take advantage of the processing power of modern single-board computers and microcontrollers. Later, you'll explore Microsoft Azure IoT Edge, MicroPython, and the OpenCV visual recognition library. As you progress, you'll cover techniques for processing AI functionalities from the server-side to the sensory side of IoT. You'll even get hands-on with designing a smart doorbell system using the technologies you've learned. To remove vulnerabilities in the overall edge analytics architecture, you'll discover ways to overcome security and privacy challenges. Finally, you'll use tools to audit and perform real-time monitoring of incoming data and generate alerts for the infrastructure. By the end of this book, you'll have learned how to use edge analytics programming techniques and be able to implement automated analytical computations. What you will learn Discover the key concepts and architectures used with edge analytics Understand how to use long-distance communication protocols for edge analytics Deploy Microsoft Azure IoT Edge to a Raspberry Pi Create Node-RED dashboards with MQTT and Text to Speech (TTS) Use MicroPython for developing edge analytics apps Explore various machine learning techniques and discover how machine learning is related to edge analytics Use camera and vision recognition algorithms on the sensory side to design an edge analytics app Monitor and audit edge analytics apps Who this book is for If you are a data analyst, data architect, or data scientist interested in learning and practicing advanced automated analytical computations, this book is for you. You will also find this book useful if you're looking to learn edge analytics from scratch. Basic knowledge of data analytics concepts is assumed to get the most out of this book.
Ceh Certified Ethical Hacker All In One Exam Guide Fifth Edition
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Author : Matt Walker
language : en
Publisher: McGraw Hill Professional
Release Date : 2021-11-05
Ceh Certified Ethical Hacker All In One Exam Guide Fifth Edition written by Matt Walker and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-05 with Computers categories.
Up-to-date coverage of every topic on the CEH v11 exam Thoroughly updated for CEH v11 exam objectives, this integrated self-study system offers complete coverage of the EC-Council’s Certified Ethical Hacker exam. In this new edition, IT security expert Matt Walker discusses the latest tools, techniques, and exploits relevant to the exam. You’ll find learning objectives at the beginning of each chapter, exam tips, practice exam questions, and in-depth explanations. Designed to help you pass the exam with ease, this comprehensive resource also serves as an essential on-the-job reference. Covers all exam topics, including: Ethical hacking fundamentals Reconnaissance and footprinting Scanning and enumeration Sniffing and evasion Attacking a system Hacking web servers and applications Wireless network hacking Mobile, IoT, and OT Security in cloud computing Trojans and other attacks, including malware analysis Cryptography Social engineering and physical security Penetration testing Online content includes: 300 practice exam questions Test engine that provides full-length practice exams and customized quizzes by chapter or exam domain
Big Data Machine And Deep Learning
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Author : Rajesh Kumar Mishra
language : en
Publisher: GRIN Verlag
Release Date : 2025-04-11
Big Data Machine And Deep Learning written by Rajesh Kumar Mishra and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-11 with Computers categories.
Scientific Study from the year 2025 in the subject Computer Sciences - Artificial Intelligence, , language: English, abstract: In recent times, developments in artificial intelligence (AI) and machine learning (ML) have propelled improvements in systems and control engineering. We exist in a time of extensive data, where AI and ML can evaluate large volumes of information instantly to enhance efficiency and precision in decisions based on data. In control engineering, for instance, AI algorithms can anticipate system behaviors and autonomously modify controls to enhance performance for better efficiency and dependability. ML models, with their ability to learn, consistently enhance their predictions and choices as they handle additional data, enabling systems to dynamically adjust to evolving environments and operational circumstances. This swift adjustment enhances the functions of current systems and enables the creation of groundbreaking solutions, like self-driving cars and intelligent power grids, which were previously deemed unfeasible. The rapid expansion of digital data has propelled significant advancements in Big Data analytics, Machine Learning, and Deep Learning. These technologies are increasingly integrated across industries, facilitating automated decision-making, predictive modeling, and advanced pattern recognition. This chapter provides an in-depth review of recent progress in these domains, emphasizing breakthroughs in scalable data processing frameworks, cloud and edge computing, AutoML, explainable AI, transformer architectures, self-supervised learning, and generative models. Furthermore, it explores key applications in healthcare, finance, and autonomous systems, along with challenges such as data privacy, ethical concerns, and computational constraints. The discussion concludes with future directions, highlighting the potential of federated learning, neuromorphic computing, and novel algorithmic improvements to further expand AI's impact across disciplines.
Ceh Certified Ethical Hacker All In One Exam Guide Fourth Edition
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Author : Matt Walker
language : en
Publisher: McGraw Hill Professional
Release Date : 2019-03-22
Ceh Certified Ethical Hacker All In One Exam Guide Fourth Edition written by Matt Walker and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-22 with Computers categories.
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.Up-to-date coverage of every topic on the CEH v10 examThoroughly updated for CEH v10 exam objectives, this integrated self-study system offers complete coverage of the EC-Council’s Certified Ethical Hacker exam. In this new edition, IT security expert Matt Walker discusses the latest tools, techniques, and exploits relevant to the exam. You’ll find learning objectives at the beginning of each chapter, exam tips, practice exam questions, and in-depth explanations. Designed to help you pass the exam with ease, this comprehensive resource also serves as an essential on-the-job reference.Covers all exam topics, including:•Ethical hacking fundamentals•Reconnaissance and footprinting•Scanning and enumeration•Sniffing and evasion•Attacking a system•Hacking web servers and applications•Wireless network hacking•Security in cloud computing•Trojans and other attacks•Cryptography•Social engineering and physical security•Penetration testingDigital content includes:•300 practice exam questions•Test engine that provides full-length practice exams and customized quizzes by chapter
The Azure Iot Handbook
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Author : Dan Clark
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-12-22
The Azure Iot Handbook written by Dan Clark and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-22 with Technology & Engineering categories.
The essential guide to architecting Azure IoT systems—from provisioning and monitoring IoT sensors to analyzing real-time streaming data Key Features Develop a complete IoT system in Azure with the help of hands-on examples Discover how to create, secure, and manage an enterprise-wide IoT system Learn how to collect, analyze, and visualize streaming data Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionWith the rise of cloud-based computing, deploying IoT systems has become more cost-effective for businesses. This transformation has led to developers and architects shouldering the responsibility of creating, managing, and securing these systems, even if they are new to the IoT technology. The Azure IoT Handbook is a comprehensive introduction to quickly bring you up to speed in this rapidly evolving landscape. Starting with the basic building blocks of any IoT system, this book guides you through mobile device management and data collection using an IoT hub. You’ll explore essential tools for system security and monitoring. Following data collection, you’ll delve into real-time data analytics using Azure Stream Analytics and view real-time streaming on a Power BI dashboard. Packed with real-world examples, this book covers common IoT use as well. By the end of this IoT book, you’ll know how to design and develop IoT solutions leveraging intelligent edge-to-cloud technologies implemented on Azure.What you will learn Get to grips with setting up and deploying IoT devices at scale Use Azure IoT Hub for device management and message routing Explore Azure services for analyzing streaming data Uncover effective techniques for visualizing real-time streaming data Delve into the essentials of monitoring and logging to secure your IoT system Gain insights into real-time analytics with Power BI Create workflows and alerts triggered by streaming data Who this book is for The Azure IoT Handbook is for cloud developers and architects who want to learn how to establish an IoT solution on the Azure platform. This book is equally valuable for IoT developers transitioning to Azure, encompassing tasks such as aggregating, analyzing, and visualizing real-time data streams. Basic knowledge of the C# and Python programming languages, as well as a practical understanding of data processing will help you make the most of this book. Familiarity with working with cloud-based services is also advantageous.