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DevOps and AI on AWS: Upgrading Apps with Generative AI · LearnSpace
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courseraIT и технологии

DevOps and AI on AWS: Upgrading Apps with Generative AI

Курс от Amazon Web Services
Начальный≈ 7.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Explore the intersection of DevOps and Generative AI on AWS in this hands-on course. Learn to enhance existing applications with powerful AI features using Amazon Bedrock's large language models (LLMs). You'll gain practical experience in implementing customized text generation, mastering prompt engineering, and applying advanced techniques like fine-tuning and Retrieval Augmented Generation (RAG). We focus on essential DevOps practices, guiding you through the process of coding, building, and testing an application upgraded with generative AI capabilities. You'll learn to integrate these AI features seamlessly into your software development lifecycle, ensuring smooth deployment and maintenance. The course also sharpens crucial developer skills. We highlight how to enable effective source control management, enabling efficient collaboration and version control in your projects. Additionally, you'll master unit testing to ensure the reliability of your applications.By the end of this course, you'll be equipped to modernize applications using generative AI, implement proven DevOps practices, and leverage AWS' AI services. Whether you're a developer expanding your AI expertise or a DevOps professional incorporating AI technologies, this course provides the tools to excel in the evolving landscape of software development and artificial intelligence. Join us to transform your applications and development practices with the power of generative AI on AWS.

Навыки, которые вы освоите

Generative AIAmazon BedrockApplication DeploymentDevOpsResponsible AIAmazon Web ServicesPrompt EngineeringSoftware Configuration ManagementApplication Lifecycle ManagementAI IntegrationsArtificial IntelligenceLLM ApplicationRetrieval-Augmented GenerationVersion ControlAmazon Elastic Compute CloudUnit Testing

Программа курса

2 модулей · 36 учебных материалов

01Module 1: TravelGuideAI18 материалов

Welcome to the Course

Welcome to the CourseВидеоMeet the InstructorsВидеоPre-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: Upgrading Apps with Generative AI
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в новой вкладке

Обучение на Coursera

≈ 7.9 ч

2 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский, Казахский, Венгерский

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Pre-Course SurveyPLUGIN
Course RoadmapЧтение

Travel Guide Example Application

Module 1 IntroductionВидеоTravel Guide Example ApplicationВидеоSource Code RepositoriesВидеоIntroducing the TravelGuideAI AppВнешний инструментSource Code RepositoriesЧтение

Choosing Tools for Generative AI Application Development

Product PlanningВидеоGenerative AI with Amazon BedrockВидеоPrompt EngineeringВидеоAmazon Bedrock and Prompt EngineeringЧтениеWeb Hosting with Amazon EC2ВидеоAmazon Q DeveloperВидеоModule 1 QuizЗадание
02Module 2: Upgrading the Travel Guide Application18 материалов

Integrating generative AI into the Travel Guide Application

Module 2 IntroductionВидеоBranching StrategiesВидеоUpgrading the Travel Guide applicationВидеоDeploying the Travel Guide applicationВидеоBuild and deploy the TravelGuideAI AppВнешний инструмент

A Deeper Dive into Generative AI on Amazon Bedrock

Customizing an Amazon Bedrock ModelВидеоAmazon Bedrock Knowledge BasesВидеоA closer look at Amazon BedrockВидеоAmazon BedrockЧтениеResponsible AIВидеоAmazon Bedrock and Responsible AIЧтениеThe Need for DevOpsВидеоModule 2 QuizЗаданиеAdvanced Bedrock Solutions for Business GrowthDIALOGUECourse ClosingВидеоFinal AssessmentЗаданиеPost-Course SurveyЧтениеPost-Course SurveyPLUGIN