Opleiding: Develop generative AI apps in Azure (AI-3016)

Learn how to develop generative AI apps in Microsoft Foundry

Plan and prepare to develop AI solutions on Azure


- Introduction
- What is AI?
- Microsoft Foundry
- Foundry Tools
- Developer tools and SDKs
- Responsible AI
- Exercise - Prepare for an AI development project
- Module assessment
- Summary

Select, deploy, and evaluate Microsoft Foundry models


- Introduction
- Explore the model catalog
- Select models using benchmarks
- Deploy models to endpoints
- Evaluate model performance
- Exercise - Select, deploy, and evaluate models
- Knowledge check
- Summary

Develop a generative AI chat app with Microsoft Foundry


- Introduction
- Explore with the model playground
- Choose an endpoint and SDK
- Generate responses with the Responses API
- Generate responses with the ChatCompletions API
- Exercise - Create a generative AI chat app
- Knowledge check
- Summary

Develop generative AI apps that use tools


- Introduction
- What are tools?
- Use the code_interpreter tool
- Use the web_search tool
- Use the file_search tool
- Use the function tool
- Exercise - Create a generative AI chat app that uses tools
- Module assessment
- Summary

Optimize generative AI model performance with Microsoft Foundry


- Introduction
- Optimize model outp...

Plan and prepare to develop AI solutions on Azure

Microsoft Azure offers multiple services that enable developers to build amazing AI-powered solutions. Proper planning and preparation involves identifying the services you'll use and creating an optimal working environment for your development team.


- Introduction
- What is AI?
- Azure AI services
- Azure AI Foundry
- Developer tools and SDKs
- Responsible AI
- Exercise - Prepare for an AI development project
- Module assessment
- Summary...