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Getting started with generative AI in Azure · LearnSpace
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courseraПрограммирование

Getting started with generative AI in Azure

Курс от Microsoft
Средний≈ 13.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Dive into the transformative world of generative AI with Microsoft Azure! This course is your hands-on introduction to building intelligent applications, taking you from core concepts to completing multiple hands-on projects. You will start by understanding the fundamentals of what makes generative AI unique and explore its evolution from traditional AI models to the generative approach. Next, you'll get acquainted with the Microsoft Foundry, Microsoft's powerful platform for AI development. Through practical labs and activities, you will learn to set up your environment, experiment with different AI models, and configure key parameters. The course culminates in you designing, building, and refining your own text generation application. Crucially, you will also learn to integrate essential ethical principles, ensuring your AI solutions are responsible and safe. By the end, you won't just understand generative AI; you'll have the practical skills to build with it.

Навыки, которые вы освоите

Generative AIArtificial Intelligence and Machine Learning (AI/ML)Deep LearningModel EvaluationMicrosoft AzurePrompt EngineeringFine-tuningAI WorkflowsModel OptimizationAI SecuritySecurity ControlsData EthicsArtificial IntelligenceGenerative Model ArchitecturesLarge Language ModelingAI Integrations

Программа курса

4 модулей · 47 учебных материалов

01Fundamentals of Generative AI10 материалов

Introduction to generative AI

Getting Started: Tools and Setup Guide ЧтениеWhy Generative AI MattersВидеоDecoding the AI Landscape: AI, Machine Learning, and Deep LearningЧтениеComparing Generative and Discriminative ModelsЧтение

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Microsoft

Преподаватель курса

Getting started with generative AI in Azure
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Обучение на Coursera

≈ 13.3 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Пушту, Индонезийский, Испанский, Дари, Японский

Часть программы вашего университета
Generative vs. Discriminative Models in ActionВидео
Exploring Generative and Discriminative AIЗадание
AI Architecture DevelopmentsВидео
Understanding AI Evolution MilestonesЧтение
Practice Quiz: AI Architecture UnderstandingЗадание
Graded Quiz: Module 1 Evaluation-Generative AI FundamentalsЗадание
02Getting Acquainted with Microsoft Foundry12 материалов

Introduction to Azure AI Foundry

Getting Started With Microsoft Foundry ЧтениеDiscovering Microsoft Foundry and Its AI ToolsВидеоMicrosoft Foundry Environment Configuration and Parameter Testing ЗаданиеPractice Quiz: Setting Up Your Microsoft Foundry Project ЗаданиеPractice Quiz: Microsoft Foundry BasicsЗаданиеThe Why and How of AI ExperimentationВидеоConducting An Experiment in Microsoft FoundryВидеоA Guide to Experimentation in Microsoft Foundry ЧтениеRunning Your First AI ExperimentsЗаданиеPractice Quiz: Azure Experimentation Skills ЗаданиеOptimizing Experiments for SuccessDIALOGUEGraded Quiz: Module 2 EvaluationЗадание
03Building Your First AI application10 материалов

Designing a text generation application

Blueprint of a Text Generation AppВидеоChoosing the Right Model for Your ApplicationЧтениеDesigning Your Application's APIЧтениеSetting the Stage for Your First AI ApplicationВидеоApplication Framework ConstructionЗаданиеPractice Quiz: Application Design KnowledgeЗаданиеImproving AI Output Through Prompt Engineering and Parameter TuningЧтениеAI Application Optimization StrategiesDIALOGUEPractice Quiz: AI Application Testing and EnhancementЗаданиеGraded Quiz: Module 3 EvaluationЗадание
04Ethical AI Usage and Project Completion15 материалов

Understanding ethical AI practices

Embedding Ethics in AIВидеоGuidelines for Responsible AI UseЧтениеCreating an Ethical AI FrameworkЧтениеUnderstanding Bias and Hallucinations in Generative AIЧтениеIntroducing Microsoft Foundry's Responsible AI ToolkitВидеоImplementing Responsible AI in PracticeЗаданиеBridging the Gap Between Ethical Principles and Technical SafeguardsDIALOGUEPractice Quiz: Ethical AI Implementation SkillsЗаданиеFinal Project Brief and Success CriteriaЧтениеDocumenting Responsible AI PracticesЗаданиеPrioritizing Ethics in AI DevelopmentDIALOGUEPractice Quiz: Ethical Considerations in AI DevelopmentЗаданиеReviewing an AI Application for Responsible Use DIALOGUEGraded Quiz: Text Generation App AssessmentЗаданиеCourse Summary Видео