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Real-World Edge Computing · LearnSpace
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courseraIT и технологии

Real-World Edge Computing

Курс от Packt
Средний≈ 22.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course focuses on mastering edge computing with Open Horizon and the IBM Edge Application Manager. By teaching real-world deployment strategies, it provides software developers and DevOps teams with the skills to confidently build and scale edge solutions. The course enhances your edge computing skills, bridging theory with practical outcomes. You’ll learn to apply Open Horizon for optimizing AI/ML workloads and minimizing edge project risks. This course uses step-by-step examples, code samples, and real-world solutions to ensure you can practically implement edge computing right away. This course benefits software engineers, DevOps teams, and anyone with a foundational knowledge of cloud and network technologies. No advanced expertise is required to begin.

Навыки, которые вы освоите

ContainerizationDocker (Software)Software DevelopmentIBM CloudKubernetesApplication DeploymentEnterprise Application ManagementCloud InfrastructureNetwork InfrastructureNetwork Planning And DesignSecurity ControlsDevOpsMLOps (Machine Learning Operations)General NetworkingCloud-Native ComputingCloud ComputingApplied Machine LearningSoftware DesignComputing PlatformsModel Deployment

Программа курса

17 модулей · 92 учебных материалов

01Fundamentals of Edge Computing9 материалов

Lesson 1

Course OverviewВидеоFundamentals of Edge Computing - Overview VideoВидеоIntroductionЧтениеA Primer on Edge ComputingЧтение

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Packt - Course Instructors

Преподаватель курса

Real-World Edge Computing
В каталоге вашей программы

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 22.5 ч

17 модулей

Язык: Английский

Часть программы вашего университета
Why Is Edge Computing NeededЧтение
Quality InspectionЧтение
Automated Teller Machines (ATMs)Чтение
Far Edge Edge DevicesЧтение
Edge Computing FundamentalsЗадание
02Practicalities of Edge Computing5 материалов

Lesson 1

Practicalities of Edge Computing - Overview VideoВидеоIntroductionЧтениеAutonomous and Flexible OperationsЧтениеConnectivity at the EdgeЧтениеEdge Computing FundamentalsЗадание
03Designing and Building Edge Software8 материалов

Lesson 1

Designing and Building Edge Software - Overview VideoВидеоIntroductionЧтениеGeneral-Purpose Processing ArchitecturesЧтениеSoftware EngineeringЧтениеPractice: Designing an Edge Computing SolutionDIALOGUESoftware and Model DeploymentЧтениеConditional Location IndependenceЧтениеEdge Software Development FundamentalsЗадание
04Edge Container Platforms3 материалов

Lesson 1

Edge Container Platforms - Overview VideoВидеоEdge Container Platforms - The ReadingЧтениеEdge Container Platforms Knowledge ReviewЗадание
05Application Placement and Life Cycle Management8 материалов

Lesson 1

Application Placement and Life Cycle Management - Overview VideoВидеоIntroductionЧтениеThe Components of the Management HubЧтениеSecrets ManagerЧтениеPractice: Design an Edge Deployment ArchitectureDIALOGUEOrganizations and TenantsЧтениеAn Examination of Service Life CyclesЧтениеEdge Computing and Open Horizon FundamentalsЗадание
06Installing an Edge Agent on an Edge Node3 материалов

Lesson 1

Installing an Edge Agent on an Edge Node - Overview VideoВидеоInstalling an Edge Agent on an Edge Node - The ReadingЧтениеEdge Agent Deployment FundamentalsЗадание
07Registering an Edge Node3 материалов

Lesson 1

Registering an Edge Node - Overview VideoВидеоRegistering an Edge Node - The ReadingЧтениеEdge Node Registration FundamentalsЗадание
08Using the Open Horizon CLI and API8 материалов

Lesson 1

Using the Open Horizon CLI and API - Overview VideoВидеоIntroductionЧтениеEdge Node RegistrationЧтениеService Development, Publishing, and DeploymentЧтениеPractice: Designing an Open Horizon Deployment WorkflowDIALOGUEAdding a Node Policy Using the Management HubЧтениеAPIsЧтениеOpen Horizon CLI and API FundamentalsЗадание
09Autonomous and Flexible Management of Edge Services5 материалов

Lesson 1

Autonomous and Flexible Management of Edge Services - Overview VideoВидеоIntroductionЧтениеDeveloping an Open Horizon PatternЧтениеDeploying a Workload on an Edge Device Node Using a PatternЧтениеAutonomous and Flexible Edge Service ManagementЗадание
10Managing Edge Scale with Policy-Based Workload Placement5 материалов

Lesson 1

Managing Edge Scale with Policy-Based Workload Placement - Overview VideoВидеоIntroductionЧтениеAdding Service Policies for Other ServicesЧтениеDeveloping a Node PolicyЧтениеEdge Scale Management with PoliciesЗадание
11Machine Learning Workload and Model Deployment3 материалов

Lesson 1

Machine Learning Workload and Model Deployment - Overview VideoВидеоMachine Learning Workload and Model Deployment - The ReadingЧтениеMachine Learning Workload and Model Deployment FundamentalsЗадание
12Security at the Edge8 материалов

Lesson 1

Security at the Edge - Overview VideoВидеоIntroductionЧтениеUnauthorized ChannelsЧтениеDevice AttestationЧтениеPractice: Analyze and Secure an Edge DeploymentDIALOGUERole-based PrivilegesЧтениеWorkload SigningЧтениеSecurity Fundamentals in Edge ComputingЗадание
13Network Connectivity at the Edge6 материалов

Lesson 1

Network Connectivity at the Edge - Overview VideoВидеоIntroductionЧтениеThe Connected EdgeЧтениеPractice: Compare Network Designs for the EdgeDIALOGUEOperating the Connected EdgeЧтениеEdge Network Connectivity and Security FundamentalsЗадание
14Building a Real-World Example Application6 материалов

Lesson 1

Building a Real-World Example Application - Overview VideoВидеоIntroductionЧтениеPublishing Services and Deployment PoliciesЧтениеPractice: Adapt an Edge Application for a New ScenarioDIALOGUERegistering the Edge Device NodeЧтениеBuilding and Deploying Edge ApplicationsЗадание
15Troubleshooting at the Edge3 материалов

Lesson 1

Troubleshooting at the Edge - Overview VideoВидеоTroubleshooting at the Edge - The ReadingЧтениеPattern-based Service DeploymentЧтение
16Follow-on Topics5 материалов

Lesson 1

Follow-on Topics - Overview VideoВидеоIntroductionЧтениеPractice: Design an Edge Device Management StrategyDIALOGUEBuilding and Maintaining a Robust Connected EdgeЧтениеExploring Modern Network and Edge Computing ConceptsЗадание
17Using the IBM Edge Application Manager Web UI4 материалов

Lesson 1

Using the IBM Edge Application Manager Web UI - Overview VideoВидеоIntroductionЧтениеPublishing and Editing Your ServicesЧтениеIBM Edge Application Manager FundamentalsЗадание