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In diesem Kurs gibt es 4 Module
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.
Specialize your agent development skills by creating a medical information assistant with appropriate safety boundaries and compliance considerations. You'll explore the full Azure AI Services ecosystem, test healthcare-specific implementations, and develop a strategic approach to service selection based on domain requirements.
Das ist alles enthalten
5 Videos3 Lektüren6 Aufgaben
Infos zu Modulinhalt anzeigen
5 Videos•Insgesamt 17 Minuten
Course introduction•3 Minuten
Healthcare agents: impact and responsibility•3 Minuten
Medical agent planning•3 Minuten
From UI to code: integration approaches•4 Minuten
Healthcare development strategies•4 Minuten
3 Lektüren•Insgesamt 30 Minuten
Course syllabus•10 Minuten
AI services for healthcare agents•10 Minuten
Healthcare requirements analysis•10 Minuten
6 Aufgaben•Insgesamt 165 Minuten
Activity: Medical agent foundation•30 Minuten
Creating your healthcare agent knowledge check•15 Minuten
Activity: Service explorer and integration planning•30 Minuten
Understanding Azure AI services ecosystem knowledge check•15 Minuten
Activity: Development approach and service selection workshop•45 Minuten
Agent development strategies and service selection graded quiz•30 Minuten
Advanced language understanding
Modul 2•3 Stunden abzuschließen
Moduldetails
Learn about sophisticated language processing by implementing medical terminology understanding, context-aware conversations, and intelligent information retrieval. You'll configure intent recognition for symptoms and procedures, maintain conversation context across interactions, and integrate Azure AI Search while understanding the limitations of UI-based approaches.
Das ist alles enthalten
5 Videos1 Lektüre6 Aufgaben
Infos zu Modulinhalt anzeigen
5 Videos•Insgesamt 24 Minuten
Medical language complexity•3 Minuten
Azure language service deep dive•4 Minuten
Context in healthcare conversations•7 Minuten
Medical knowledge retrieval•3 Minuten
Configuring medical search•6 Minuten
1 Lektüre•Insgesamt 10 Minuten
Memory and intelligence concepts•10 Minuten
6 Aufgaben•Insgesamt 160 Minuten
Activity: Medical language model configuration•40 Minuten
Domain-specific language understanding knowledge check•15 Minuten
Activity: Building core contextual conversations with AI instructions•30 Minuten
Context-aware conversations with memory and intelligence knowledge check•15 Minuten
Activity: Medical knowledge search implementation•30 Minuten
Enhanced search with Azure AI Search graded quiz•30 Minuten
Advanced agent orchestration and programmatic development
Modul 3•4 Stunden abzuschließen
Moduldetails
Transition from visual development to code as you implement Azure Functions for complex agent behaviors and external API integrations. You'll build custom medical tools for symptom analysis and drug lookups, orchestrate multi-step workflows, and understand when programmatic development becomes essential for advanced capabilities.
Das ist alles enthalten
5 Videos1 Lektüre6 Aufgaben
Infos zu Modulinhalt anzeigen
5 Videos•Insgesamt 21 Minuten
Programmatic tools overview•4 Minuten
Medical functions architecture•4 Minuten
Function development deep dive•4 Minuten
External integration patterns•4 Minuten
Advanced function implementation•4 Minuten
1 Lektüre•Insgesamt 10 Minuten
Evolution to code•10 Minuten
6 Aufgaben•Insgesamt 195 Minuten
Activity: Medical agent evolution and functions setup•45 Minuten
From UI agents to programmatic development knowledge check•15 Minuten
Activity: Intelligent medical orchestrator with functions•60 Minuten
Building orchestrated medical assistants with Azure Functions knowledge check•15 Minuten
Activity: Connect agent to API•30 Minuten
Extending agents with external APIs and custom tools graded quiz•30 Minuten
Production workflows and testing
Modul 4•4 Stunden abzuschließen
Moduldetails
Implement automation using Logic Apps for patient intake workflows and approval processes with proper error handling. You'll create reliable systems with human oversight, build comprehensive test suites for healthcare scenarios, and understand the testing requirements unique to production AI systems.
Das ist alles enthalten
5 Videos1 Lektüre6 Aufgaben
Infos zu Modulinhalt anzeigen
5 Videos•Insgesamt 22 Minuten
Logic apps for healthcare•4 Minuten
Building healthcare workflows•4 Minuten
Human-in-the-loop healthcare•5 Minuten
Building approval workflows•4 Minuten
Healthcare testing requirements•5 Minuten
1 Lektüre•Insgesamt 10 Minuten
Testing methodologies•10 Minuten
6 Aufgaben•Insgesamt 210 Minuten
Activity: Patient intake router with Logic Apps•45 Minuten
Workflow automation with Azure Logic Apps knowledge check•15 Minuten
Our goal at Microsoft is to empower every individual and organization on the planet to achieve more.
In this next revolution of digital transformation, growth is being driven by technology. Our integrated cloud approach creates an unmatched platform for digital transformation. We address the real-world needs of customers by seamlessly integrating Microsoft 365, Dynamics 365, LinkedIn, GitHub, Microsoft Power Platform, and Azure to unlock business value for every organization—from large enterprises to family-run businesses. The backbone and foundation of this is Azure.
When will I have access to the lectures and assignments?
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What will I get if I subscribe to this Certificate?
When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Finanzielle Unterstützung verfügbar, weitere Informationen
¹ Einige Aufgaben in diesem Kurs werden mit AI bewertet. Für diese Aufgaben werden Ihre Daten in Übereinstimmung mit Datenschutzhinweis von Courseraverwendet.