Duration - 16 hours
|
Level - Advanced
Last Updated Jun 2025
Target Audience
Suggested Certification
Hands on Labs
Course Code
This course is designed for professionals who want to deepen their expertise in leveraging Azure AI Foundry to build, deploy, and manage sophisticated Generative AI apps and agents. Participants will explore advanced concepts, best practices, securing and governing the AI Solutions and real-world applications of GenAI Apps and agents, gaining hands-on experience with the platform’s powerful tools and capabilities.
Generative AI revisited
What are Agents
Ways to build apps and agents
A deep dive into Azure AI Foundry
Design your apps with the best models from Azure AI Foundry
Model router in Foundry Models
Understand Foundry Local
Build agents using Azure AI Foundry Agent Service
Introduction to Azure AI Foundry SDK
Developing Multimodal AI Applications for Image Classification Using Azure OpenAI GPT-4o
Developing Intelligent Chat Applications with Azure RAG(Using Python
Master the Prompt engineering methods
Understand prompt flow
Analyze Azure AI Search concepts
Understand Retrieval Augmented Generation
Tailor your models using fine tuning
Fine-tune Azure AI Foundry models
Understand Retrieval-Augmented Fine-Tuning
Fine-tuning Techniques
Reinforcement fine-tuning
Understand distillation and Synthetic data generation
Fine-Tune End-to-End Distillation Models with Azure AI Foundry Models
Deploying and Testing a Custom Chat Application with PostgreSQL and OpenAI on Azure
Q&A with Semantic Answering with Azure OpenAI Service
Azure OpenAI – Revisited
Azure OpenAI models in the Azure AI Foundry catalog
Introduction to the Sora API (Preview)
Bring in your own data to Azure OpenAI
Implement Retrieval Augmented Generation (RAG) and Fine-tuning with Azure OpenAI models
Introduction to Responses API (Preview) and Computer Use Agent (Preview)
Optimize your AI deployments with provisioned AOAI Service(PTUs)
Multi-agent orchestration
Understand Semantic Kernel Frameworks
Understand AutoGen Framework
Building AI Agents with Azure AI Agent Service SDK and Semantic Kernel
Build a custom chat app with Azure AI Foundry SDK
Build generative AI workloads with Well-Architected Framework
Mitigation layers in Azure AI Foundry
Azure AI Content Safety
Azure AI Foundry Observability
Continuous monitoring in production
Risk and Safety Evaluations
AI Red Teaming Agent
Entra IDs for agents
Azure AI Foundry and Microsoft Purview integration
Responsible AI principles and practices for Azure generative AI services
Microsoft Trustworthy AI (Security, Privacy and Safety)
Creating a web app and your own copilot with custom data using Azure OpenAI Service
Build and deploy a question and answer copilot with prompt flow in Azure AI Foundry
Moderate text and images with content safety in Azure AI Foundry
Azure OpenAI GPT-4o-mini fine-tuning
