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K8sGPT Essentials - Unlocking Kubernetes Insights with AI · LearnSpace
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courseraIT и технологии

K8sGPT Essentials - Unlocking Kubernetes Insights with AI

Курс от Packt
Средний≈ 8.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you will explore K8sGPT, a powerful tool designed to enhance Kubernetes management with AI-powered insights. You will learn to leverage K8sGPT's functionalities to streamline workflows, analyze data, and gain valuable insights into Kubernetes environments. By integrating AI into your Kubernetes processes, this course aims to equip you with the tools to optimize your cloud-native infrastructure. The journey begins by introducing you to the core concepts and the significance of K8sGPT in Kubernetes management. As you progress, you’ll learn how to set up K8sGPT in your environment, including installing it via CLI or the In-Cluster Operator. Detailed demonstrations will show you how to use commands, integrate K8sGPT with other systems, and analyze real-time issues. This course is perfect for IT professionals, Kubernetes administrators, and DevOps engineers looking to leverage AI to improve their Kubernetes workflows. Basic knowledge of Kubernetes is recommended, but the course is designed to be beginner-friendly and progressively builds skills. By the end of the course, you will be able to set up K8sGPT, analyze Kubernetes data, integrate it with various systems, and use AI-driven insights for real-time issue resolution.

Навыки, которые вы освоите

KubernetesAI IntegrationsPrometheus (Software)GrafanaGoogle GeminiAnthropic ClaudeSoftware InstallationCommand-Line InterfaceAmazon BedrockReal Time DataAI WorkflowsCloud-Native Computing

Программа курса

10 модулей · 62 учебных материалов

01Course Introduction2 материалов

Course Introduction

IntroductionВидеоFull Course ResourcesЧтение
02Introduction to K8sGPT8 материалов

Introduction to K8sGPT

Section IntroductionВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

K8sGPT Essentials - Unlocking Kubernetes Insights with AI
В каталоге вашей программы

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 8.9 ч

10 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Корейский, Индонезийский, Испанский, Японский

Часть программы вашего университета
What Is K8sGPT?Видео
Why K8sGPT?Видео
K8sGPT WorkflowВидео
Demonstration: DocumentationВидео
SummaryВидео
Understanding K GPT's Role in Kubernetes TroubleshootingDIALOGUE
Introduction to K8sGPT - AssessmentЗадание
03Environment Setup10 материалов

Environment Setup

Section IntroductionВидеоK8sGPT Setup PrerequisitesВидеоDemonstration: Setting up Kubernetes Cluster (Optional)ВидеоDemonstration: Installing K8sGPT by CLI on macOSВидеоDemonstration: Installing K8sGPT Using In-Cluster OperatorВидеоGetting Started with K8sGPT CLIВидеоDemonstration: K8sGPT CLIВидеоSummaryВидеоSetting Up K8s GPT: Prerequisites, Installation, and VerificationDIALOGUEEnvironment Setup - AssessmentЗадание
04Core Components of K8sGPT6 материалов

Core Components of K8sGPT

Section IntroductionВидеоK8sGPT Terminologies: Analyzers, Filters, AI-Powered Insights (Backends)ВидеоK8sGPT Operating/Process FlowВидеоSummaryВидеоExploring Core Components and Workflow in KGPTDIALOGUECore Components of K8sGPT - AssessmentЗадание
05K8sGPT Commands and Usage11 материалов

K8sGPT Commands and Usage

Section IntroductionВидеоK8sGPT CLI Part 1: Analyze & FilterВидеоDemonstration: K8sGPT Analyze & K8sGPT Filter CommandsВидеоK8sGPT CLI Part 2: Auth & AnalyzeВидеоDemonstration: Integrating K8sGPT with Backend (Google Gemini)ВидеоDemonstration: Integrating K8sGPT with Backend (Amazon Bedrock)ВидеоJSON Output, Data Anonymization, Interactive Terminal, and DebugВидеоDemonstration: JSON Output, Data Anonymization, Interactive Terminal, and DebugВидеоSummaryВидеоMastering K GPT Commands: Analyze, Filter, and AI IntegrationDIALOGUEK8sGPT Commands and Usage - AssessmentЗадание
06K8sGPT Integrations6 материалов

K8sGPT Integrations

Section IntroductionВидеоGetting Started with Integrations in K8sGPTВидеоDemonstration: Prometheus IntegrationВидеоSummaryВидеоIntegrating Prometheus with K GPT: CLI Workflow and TroubleshootingDIALOGUEK8sGPT Integrations - AssessmentЗадание
07Analyzing Real-Time Issues6 материалов

Analyzing Real-Time Issues

Section IntroductionВидеоCase Study for K8s Dashboards and RecommendationsВидеоDemonstration: KubeBuddy, an AI-Powered Dashboard with K8sGPTВидеоSummaryВидеоMonitoring & Troubleshooting a Cerus Cluster with QBuddy and K-GPTDIALOGUEAnalyzing Real-Time Issues - AssessmentЗадание
08K8sGPT Using In-Cluster Operator for K8s Clusters7 материалов

K8sGPT Using In-Cluster Operator for K8s Clusters

Section IntroductionВидеоUnderstanding In-Cluster Operator WorkflowВидеоDemonstration: Adding K8sGPT Cluster Resource via Manifest FileВидеоDemonstration: Prometheus & Grafana Integration with K8sGPT In-Cluster OperatorВидеоSummaryВидеоDeploying and Integrating K8sGPT In-Cluster Operator for AI ObservabilityDIALOGUEK8sGPT Using In-Cluster Operator for K8s Clusters - AssessmentЗадание
09Claude Desktop Integration with K8sGPT3 материалов

Claude Desktop Integration with K8sGPT

Demonstration: K8sGPT with Claude Desktop IntegrationВидеоIntegrating Kids GPT with Cloud Desktop for AI-Powered Cluster AnalysisDIALOGUEClaude Desktop Integration with K8sGPT - AssessmentЗадание
10Course Conclusion3 материалов

Course Conclusion

ConclusionВидеоFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание