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Building intelligent agent workflows · LearnSpace
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courseraПрограммирование

Building intelligent agent workflows

Курс от Microsoft
Средний≈ 15.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Advance your AI development skills by building intelligent agent workflows and enterprise-ready AI systems using Microsoft Azure. This hands-on course focuses on creating context-aware AI agents, integrating multiple AI services, and orchestrating automated workflows for real-world healthcare scenarios. You’ll begin by exploring Azure AI services and learning how to design safe, reliable AI agents for sensitive environments. Using Azure AI Foundry, Azure Functions, and Logic Apps, you’ll develop healthcare-focused AI assistants that combine language understanding, search, translation, speech, and workflow automation capabilities. The course also introduces advanced conversation management techniques, contextual memory strategies, and Retrieval-Augmented Generation (RAG) integrations to improve agent intelligence and response quality. As you progress, you’ll move from UI-based development to programmatic orchestration, connecting agents with external APIs, custom tools, and enterprise workflows. You’ll also learn testing, deployment, and automation strategies used in production AI systems, including workflow approvals, error handling, and compliance-aware development practices. By the end of this course, you’ll be able to build sophisticated AI agent workflows that integrate Azure AI services, automation tools, and custom orchestration strategies for enterprise applications.

Навыки, которые вы освоите

Context ManagementPatient CommunicationRetrieval-Augmented GenerationAI IntegrationsModel DeploymentResponsible AIAI WorkflowsAI OrchestrationHealthcare EthicsContext EngineeringAI SecurityAgentic Workflows

Программа курса

4 модулей · 56 учебных материалов

01Azure AI services integration15 материалов

Creating your healthcare agent

Course overview: Building a healthcare AI agentВидеоCourse overview and learning journeyЧтениеHealthcare agents: impact and responsibilityВидеоMedical agent planningВидео

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Microsoft

Преподаватель курса

Building intelligent agent workflows
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 15.8 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Activity: Medical agent foundationЗадание
Creating your healthcare agent knowledge checkЗадание

Understanding Azure AI services ecosystem

AI services for healthcare agentsЧтениеFrom UI to code: integration approachesВидеоActivity: Service explorer and integration planningЗаданиеUnderstanding Azure AI services ecosystem knowledge checkЗадание

Agent development strategies and service selection

Healthcare development strategiesВидеоHealthcare requirements analysisЧтениеActivity: Development approach and service selection workshopЗаданиеHealthcare AI boundaries workshopDIALOGUEHealthcare AI agent design and service integration graded quizЗадание
02Advanced language understanding13 материалов

Domain-specific language understanding

Medical language complexityВидеоAzure language service deep diveВидеоActivity: Medical language model configurationЗаданиеDomain-specific language understanding knowledge checkЗадание

Context-aware conversations with memory and intelligence

Context in healthcare conversationsВидеоMemory and intelligence conceptsЧтениеActivity: Building core contextual conversations with AI instructionsЗаданиеContext management architecture designDIALOGUEContext-aware conversations with memory and intelligence knowledge checkЗадание

Enhanced search with Azure AI Search

Medical knowledge retrievalВидеоConfiguring medical searchВидеоActivity: Medical knowledge search implementationЗаданиеEnhanced search with Azure AI Search graded quizЗадание
03Advanced agent orchestration and programmatic development15 материалов

From UI agents to programmatic development

Evolution to codeЧтениеProgrammatic tools overviewВидеоActivity: Medical agent evolution and functions setupЗаданиеFrom UI agents to programmatic development knowledge checkЗадание

Building orchestrated medical assistants with Azure Functions

Medical functions architectureВидеоFunction development deep diveВидеоActivity: Intelligent medical orchestrator with functionsЗаданиеFunction vs. logic apps decision matrixDIALOGUEBuilding orchestrated medical assistants with Azure Functions knowledge checkЗадание

Extending agents with external APIs and custom tools

External integration patternsВидеоAdvanced function implementationВидеоActivity: Connect agent to APIЗаданиеWhen to take a programmatic agent development approachDIALOGUEExtending agents with external APIs and custom tools graded quizЗаданиеDesigning a Healthcare AI Agent Solution DIALOGUE
04Production workflows and testing13 материалов

Workflow automation with Azure Logic Apps

Logic apps for healthcareВидеоBuilding healthcare workflowsВидеоActivity: Patient intake router with Logic AppsЗаданиеWorkflow automation with Azure Logic Apps knowledge checkЗадание

Implementing reliable automations

Human-in-the-loop healthcareВидеоBuilding approval workflowsВидеоActivity: Healthcare approval workflowЗаданиеImplementing reliable automations knowledge checkЗадание

Testing and quality assurance for healthcare AI

Healthcare testing requirementsВидеоTesting methodologiesЧтениеActivity: Healthcare testing fundamentalsЗаданиеValidating Healthcare AI for Real-World SafetyDIALOGUETesting and quality assurance for healthcare AI graded quizЗадание