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AI agent fundamentals with Azure AI Foundry · LearnSpace
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AI agent fundamentals with Azure AI Foundry

Курс от Microsoft
Средний≈ 17.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learn how to design, build, and evaluate intelligent AI agents using Microsoft Azure AI Foundry. This hands-on course introduces the foundations of AI agent development and guides you through creating practical agents that can respond to real-world scenarios using modern Azure AI services. You’ll begin by exploring how AI agents differ from traditional automation systems and how reactive, deliberative, and hybrid agents operate in different use cases. Using Azure AI Foundry, you’ll learn to configure models, deploy AI services, and create effective system prompts that improve agent behavior and response quality. As the course progresses, you’ll build a portfolio-ready hotel information agent capable of handling guest inquiries, managing conversations, and integrating knowledge sources. You’ll also enhance agent capabilities using Azure AI services including language understanding, search, translation, sentiment analysis, and multimodal AI tools. The course concludes with testing, deployment, and portfolio development strategies that help you understand how AI agents operate in production environments. By the end of this course, you’ll be able to build, evaluate, and deploy intelligent AI agents using Azure AI Foundry and related Azure AI services.

Навыки, которые вы освоите

Microsoft AzureApplication DeploymentPrompt EngineeringAgentic WorkflowsAI OrchestrationCloud DeploymentArtificial Intelligence and Machine Learning (AI/ML)Test CaseGenerative AI AgentsPersona (User Experience)Multimodal PromptsAI WorkflowsRetrieval-Augmented GenerationLLM ApplicationPrompt PatternsToken OptimizationAI IntegrationsPrompt Engineering ToolsModel DeploymentAgentic systems

Программа курса

4 модулей · 63 учебных материалов

01Understanding AI agents and Azure AI Foundry16 материалов

Introduction to AI agents

Getting Started: What You’ll Build in This CourseВидеоWhat You’ll Learn: Course Roadmap and General ExpectationsЧтениеIntroduction to AI agentsВидеоAI agent fundamentalsЧтение

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Microsoft

Преподаватель курса

AI agent fundamentals with Azure AI Foundry
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в новой вкладке

Обучение на Coursera

≈ 17.2 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Seeing agents in actionВидео
Agent type selectionDIALOGUE
Introduction to AI agents knowledge checkЗадание

Azure AI Foundry platform

Why Azure AI FoundryВидеоPlatform architecture and componentsВидеоActivity: Complete platform tour and setupЗаданиеAzure AI Foundry platform knowledge checkЗадание

Your first AI interaction

AI services ecosystemВидеоHands-on with AI capabilitiesВидеоActivity: Agent impact and types explorerЗаданиеActivity: Capability exploration and first agentЗаданиеYour first AI interaction graded quizЗадание
02Building your hotel information agent16 материалов

Agent design and development planning

Enterprise agent success storiesВидеоAgent development lifecycleЧтениеDesign workshop demoВидеоActivity: Hotel agent blueprint and lifecycle planЗаданиеAgent design and development planning knowledge checkЗадание

Building with Azure AI Foundry's agents interface

From testing to buildingВидеоUnderstanding agent configuration parametersЧтениеAgents interface deep diveВидеоActivity: Hotel agent creation in agents UIЗаданиеBuilding with Azure AI Foundry's agents interface knowledge checkЗадание

Enhancing agent responses with prompt engineering

The art of prompt engineeringВидеоFine-tuning conceptsЧтениеAdvanced prompting strategiesВидеоActivity: Prompt engineering for your agentЗаданиеPrompt engineering laboratoryDIALOGUEEnhancing agent responses with prompt engineering graded quizЗадание
03Enhancing your agent with AI services14 материалов

Language understanding and intent recognition

Why language understanding mattersВидеоLanguage service capabilitiesВидеоActivity: Intent builder and language enhancementЗаданиеLanguage understanding and intent recognition knowledge checkЗадание

Knowledge base integration and search

Knowledge as agent foundationВидеоSearch and retrieval conceptsЧтениеKnowledge system demoВидеоActivity: Knowledge system implementationЗаданиеKnowledge base integration and search knowledge checkЗадание

Multi-service integration and workflows

Service integration visionВидеоService capabilities deep diveВидеоActivity: Service integration explorationЗаданиеMulti-service integration strategy sessionDIALOGUENatural language understanding graded quizЗадание
04Professional agent development17 материалов

Testing and quality assurance

Why testing saves reputationsВидеоTesting methodologiesЧтениеAzure evaluation tools demoВидеоActivity: Agent testing and evaluationЗаданиеAI agent testing crisis simulationDIALOGUETesting and quality assurance knowledge checkЗадание

Understanding agent deployment options

From development to deploymentВидеоDeployment architectureЧтениеAccessing your agentВидеоActivity: Agent access and model deploymentЗаданиеUnderstanding agent deployment options knowledge checkЗадание

Technical foundations and portfolio setup

Under the hoodВидеоBuilding your portfolioЧтениеPortfolio creation workshopВидеоActivity: Under the hood and portfolio creationЗаданиеAI Agent Consultant for a Hotel ChainDIALOGUETechnical foundations and portfolio setup graded quizЗадание