Develop generative AI apps in Azure is a Microsoft Learn-based course for developers building generative AI applications on the Azure platform. Students learn to use Azure AI Foundry to deploy and test AI models, apply prompt engineering techniques to improve output quality, implement retrieval-augmented generation (RAG) to ground AI responses in company data, and build and deploy production-ready generative AI applications.
What You Will Learn
- Set up Azure AI Foundry and deploy Azure OpenAI models for development and testing
- Apply prompt engineering techniques including few-shot prompting and chain-of-thought reasoning
- Implement retrieval-augmented generation (RAG) using Azure AI Search as a vector knowledge store
- Evaluate model output quality using built-in Azure AI evaluation metrics
- Deploy generative AI apps as Azure web apps or API endpoints using Azure AI Foundry deployment tools
Who Should Attend
Software developers and AI engineers building generative AI-powered applications and intelligent assistants on Microsoft Azure.
Prerequisites
Python development experience and basic familiarity with AI/ML concepts. Azure fundamentals knowledge is helpful.
