AI-3016: Develop generative AI apps in Azure

13.11.2026

Ohjelma

Perjantaina 13.11.

Kurssin olennainen sisältö

Learning Path 1: Plan and prepare to develop AI solutions on Azure

  • What is AI? 
  • Microsoft Foundry 
  • Foundry Tools 
  • Developer tools and SDKs 
  • Responsible AI 

Learning Path 2: Select, deploy, and evaluate Microsoft Foundry models

  • Explore the model catalog 
  • Select models using benchmarks 
  • Deploy models to endpoints 
  • Evaluate model performance 

Learning Path 3: Develop a generative AI chat app with Microsoft Foundry

  • Explore with the model playground 
  • Choose an endpoint and SDK 
  • Generate responses with the Responses API 
  • Generate responses with the ChatCompletions API

Learning Path 4: Develop generative AI apps that use tools

  • What are tools? 
  • Use the code_interpreter tool 
  • Use the web_search tool 
  • Use the file_search tool 
  • Use the function tool 

Learning Path 5: Optimize generative AI model performance with Microsoft Foundry

  • Optimize model output with prompt engineering 
  • Ground your model with Retrieval Augmented Generation 
  • Fine-tune a model for consistent behavior 
  • Compare and combine optimization strategies 

Learning Path 6: Implement a responsible generative AI solution in Microsoft Foundry

  • Plan a responsible generative AI solution 
  • Map potential harms 
  • Measure potential harms 
  • Mitigate potential harms 
  • Manage a responsible generative AI solution