Develop AI solutions in Azure

The course is also available as a package. The course in package:

• SZT AI P - Microsoft Azure AI Fundamentals + AI Solution;
• SZT AI P + E - Microsoft Azure AI Fundamentals + AI Solution + Exam

This course is intended for software developers wanting to build AI infused applications that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. The course will use C# or Python as the programming language.

Building and using AI solutions through Azure.

Software developers who create, manage and deploy AI solutions using Azure AI Foundry and other Azure AI services. They are familiar with C# or Python and have knowledge on using REST-based APIs.

To successfully complete the course, the following skills are necessary:

• Azure
• Azure AI Foundry
• Python or C#

• Develop generative AI apps in Azure
  • Plan and prepare to develop AI solutions on Azure
  • Choose and deploy models from the model catalog
  • Develop an AI app with the Azure AI Foundry SDK
  • Develop a RAG-based solution with your own data using Azure AI Foundry
  • Fine-tune a language model with Azure AI Foundry
  • Implement a responsible generative AI solution in Azure AI Foundry
  • Evaluate generative AI performance in Azure AI Foundry portal
• Develop AI Agents in Azure
  • Get started with AI agent development on Azure
  • Develop an AI agent with Azure AI Foundry Agent Service
  • Integrate custom tools into your agent
  • Develop an AI agent with the Semantic Kernel SDK
  • Orchestrate a multi-agent solution using Semantic Kernel
• Develop natural language solutions in Azure
  • Analyze text
  • Conversational understanding and question answering
  • Custom classification and named entity extraction
  • Speech recognition and synthesis
  • Translation
  • Audio enabled generative AI app
• Develop Computer Vision solutions in Azure
  • Analyze images
  • Read text in images
  • Detect, analyze, and recognize faces
  • Classify images and detect objects
  • Develop a vision-enabled generative AI application
  • Generate images with AI
• Develop AI information extraction solutions in Azure
  • Create a multimodal analysis solution with Azure AI Content Understanding
  • Create an Azure AI Content Understanding client application
  • Extract form data with Azure Document Intelligence prebuilt models
  • Create a knowledge mining solution with Azure AI Search

• AI-900T00 - Microsoft Azure AI Fundamentals