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DevOps and AI on AWS: CI/CD for Generative AI Applications · LearnSpace
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courseraIT и технологии

DevOps and AI on AWS: CI/CD for Generative AI Applications

Курс от Amazon Web Services
Начальный≈ 12.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, we focus on the DevOps practices of building, deploying, and managing applications enhanced with generative AI features. You’ll learn how to implement Continuous Integration and Continuous Deployment (CI/CD) pipelines, explore strategies for reliable automation, and improve monitoring and observability for your applications. The course emphasizes practical skills to streamline releases, reduce potential errors, and maintain high-quality, scalable systems in dynamic cloud environments. With dedicated modules for Automatic deployments, Infrastructure as Code, Monitoring, and Operations, you’ll improve your understanding and ability to execute as a Developer or DevOps Engineer. Get comfortable with AWS services by learning how to use Amazon CodeDeploy in a CI/CD pipeline and using the AWS Cloud Development Kit. You’ll then use AWS Services to help with observability and monitoring (Amazon CloudWatch Anomaly detection and AWS X-Ray insights) - both services with AI features to help with more effective monitoring and alarms. By the end of this course, you’ll have built a robust application that supports continuous releases, improves time to market for new features and fixes, and reduce potential for human error.

Навыки, которые вы освоите

DevOpsApplication DeploymentAmazon CloudWatchCI/CDInfrastructure as Code (IaC)AWS CloudFormationSystem MonitoringGenerative AIContinuous IntegrationAmazon Web ServicesIT AutomationModel DeploymentApplication Performance ManagementCloud ManagementCloud DeploymentAutomationContinuous DeploymentSite Reliability EngineeringCloud Applications

Программа курса

3 модулей · 66 учебных материалов

01Introduction to DevOps24 материалов

Welcome to the Course

Introduction to the CourseВидеоWelcome to the courseЧтениеPre-AssessmentЗаданиеPre-Course SurveyЧтение

Учитесь у экспертов

Russell Sayers

Senior Cloud Technologist

Rafael Lopes

Principal Cloud Technologist

Morgan Willis

Principal Cloud Technologist

DevOps and AI on AWS: CI/CD for Generative AI Applications
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Обучение на Coursera

≈ 12.2 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Pre-Course SurveyPLUGIN
Course RoadmapЧтение

Introduction to DevOps

Introduction to DevOpsВидеоModule 1 IntroductionВидеоThe Role of IaC in DevOpsВидеоDevOps and IaCЧтение

Code, Build, and Test

The Code PhaseВидеоGenAI Considerations for DevOpsВидеоGenAI considerations for DevOpsЧтениеThe BuildВидеоCode build tools and servicesЧтениеThe TestВидеоTesting Generative AI ApplicationsВидеоAdding Tests to Continuous IntegrationВидеоContinuous IntegrationВидеоContinuous IntegrationЧтениеModule 1 QuizЗаданиеSet Up CI/CD PipelineВнешний инструментMid-Course SurveyЧтениеMid-Course SurveyPLUGIN
02Release and Deploy19 материалов

Automatic Deployments using AWS CodeDeploy

Module 2 IntroductionВидеоDeployment Strategies for Amazon EC2ВидеоDeployment Strategies for ServerlessЧтениеUnderstanding the AppSpec fileВидеоUsing AWS CodeDeploy in a PipelineВидеоTroubleshooting Deployment Details and ErrorsВидео

Infrastructure as Code

CI/CD Pipelines for Infrastructure ComponentsВидеоIntroduction to AWS CloudFormationВидеоReviewing an AWS CloudFormation TemplateВидеоAWS CloudFormation Extended FeaturesЧтениеAWS CloudFormation: How to Handle and Prevent ErrorsВидеоTroubleshooting AWS CloudFormationВидео
03Monitor and Operate23 материалов

Monitoring

Module 3 IntroductionВидеоCloud Monitoring with Amazon CloudWatchВидеоAmazon CloudWatchЧтениеAWS CloudTrail: Activity and Administrative API Monitoring on AWSВидеоAWS CloudTrailЧтениеInstrumenting the Application with AWS X-RayВидеоAWS X-RayЧтениеAmazon CloudWatch Application MonitoringВидеоAmazon CloudWatch Anomaly DetectionВнешний инструмент

Operating

Infrastructure Management and OperationsВидеоAWS Config: Detecting Configuration Changes to Your Cloud ResourcesВидеоAWS ConfigЧтениеAWS Systems Manager: An Operations Hub for Cloud EnvironmentsВидеоExploring AWS Systems ManagerВидеоRemotely Run Commands on Your ServersВидео
Troubleshooting AWS CloudFormationЧтение
Using the AWS Cloud Development KitВидео
Deploying Our Application Stack Using the AWS CDKВидео
AWS Cloud Development KitЧтение
Gaining Operations Buy-In for Automated Deployment StrategiesDIALOGUE
Module 2 QuizЗадание
Deploy Application Infrastructure Using CDK With a CI/CD PipelineВнешний инструмент
Node Management Features Powered by Systems ManagerВидео
AWS Systems ManagerЧтение
Module 3 QuizЗадание
Systems Manager for DiagnosticsВнешний инструмент
Final AssessmentЗадание
Post-Course SurveyЧтение
Post-Course SurveyPLUGIN
GlossaryЧтение