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Generative AI in Software Development · LearnSpace
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courseraПрограммирование

Generative AI in Software Development

Курс от Amazon
Начальный≈ 17.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, you'll explore Generative AI's role in software development. You'll start with an overview to understand its capabilities. Next, you'll dive into specific tools like Amazon CodeWhisperer, where you'll learn to automate tasks such as code completion and bug detection. By the end, you'll evaluate Generative AI's benefits and limitations. This will empower you to make informed decisions about its use in software development. After completing this course, you’ll be able to: • Discuss the principles and applications of Generative AI. • Implement Generative AI tools in software development. • Examine the role of Generative AI in automating repetitive tasks in software development. • Evaluate the benefits and limitations of using Generative AI in software development.

Навыки, которые вы освоите

Digital TransformationGenerative AIAI IntegrationsUser Interface (UI) DesignProgram DevelopmentChatGPTDebuggingOperational EfficiencyDecision IntelligenceAI literacyResponsible AIGitHub CopilotLLM ApplicationBusiness TransformationSoftware Development Tools

Программа курса

3 модулей · 69 учебных материалов

01AI and building software36 материалов

Introduction to AI

Course introductionВидеоProject previewЧтениеCourse syllabusЧтениеHow to be successful in this courseЧтение

Учитесь у экспертов

Amazon

Преподаватель курса

Generative AI in Software Development
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 17.8 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский, Казахский, Венгерский

Часть программы вашего университета
Introduction to generative artificial intelligenceВидео
How generative AI worksВидео
Generative AI in software developmentВидео
Ethical considerations and impactЧтение
Knowledge check: Introduction to AIЗадание

Generative AI programming tools

Generative AI in Java developmentВидеоIntroduction to prompt engineeringЧтениеAmazon accountsЧтениеIntroduction to Amazon Q Developer ВидеоHands-on with Amazon Q DeveloperЛабораторнаяIntroduction to ChatGPTВидеоHands-On with ChatGPTЧтениеIntroduction to GitHub CopilotВидеоHands-on with GitHub CopilotЛабораторнаяComparing generative AI toolsЧтениеKnowledge check: Generative AI programming toolsЗадание

AI for automation

Automating code reviewsВидеоBug detection and fixingВидеоBug detection and fixingЛабораторнаяAutomated Java code refactoringЧтениеRefactoring codeЛабораторнаяAutomating Java documentationВидеоGenerating documentationЛабораторнаяKnowledge check: AI for automationЗадание

AI software design

Software design with AIВидеоBuilding apps with AIЛабораторнаяAI for code explanationВидеоExploring codeЛабораторнаяKnowledge check: AI software designЗаданиеModule summary: AI and building softwareВидеоModule quiz: AI and building softwareЗаданиеAdditional resources: Introduction to AIЧтение
02AI and digital transformation25 материалов

Introduction to AI decision-making models

AI and machine learning basicsВидеоDecision treesЧтениеRandom forestsВидеоNeural networksВидеоNeural network in actionЧтениеKnowledge check: Introduction to AI decision-making modelsЗадание

Digital transformation

Overview of digital transformationВидеоThe four domains of digital transformationВидеоTechnology in digital transformationВидеоData's role in digital transformationЧтениеCreating a recommendation programЛабораторнаяAI in customer relationship management (CRM)ВидеоIntegration with existing systemsЧтениеEthical and regulatory complianceВидеоKnowledge check: Digital transformationЗадание

Business challenges

ScalabilityВидеоInterpretability and transparencyВидеоImproving model transparencyЧтениеIntegration with existing systemsВидеоEthical and regulatory complianceВидеоCompliance in actionЧтениеKnowledge check: Business challenges
03Final project and course wrap up8 материалов

Final project and assessment: Generative AI in software development

Course recap: Generative AI in software developmentВидеоAbout the projectЧтениеCreating a rule-based chatbotЛабораторнаяExemplar: Generative AI in software developmentЧтениеTransforming Software Development with Generative AIDIALOGUECourse quiz: Generative AI in software developmentЗадание

Course wrap-up: Generative AI in software development

CongratulationsВидеоNext stepsЧтение
Задание
Module summary: Object introduction to AI decision-making modelsВидео
Module quiz: AI and digital transformationЗадание
Additional resources: AI and digital transformationЧтение