AI-102 Designing and Implementing a Microsoft Azure AI Solution

Develop generative AI apps in Azure.

• Plan and prepare to develop AI solutions on Azure
• Choose and deploy models from the model catalog in Microsoft Foundry portal
• Develop an AI app with the Microsoft Foundry SDK
• Get started with prompt flow to develop language model apps in the Microsoft Foundry
• Develop a RAG-based solution with your own data using Microsoft Foundry
• Fine-tune a language model with Microsoft Foundry
• Implement a responsible generative AI solution in Microsoft Foundry
• Evaluate generative AI performance in Microsoft Foundry portal

Develop AI agents on Azure.

• Get started with AI agent development on Azure
• Develop an AI agent with Microsoft Foundry Agent Service
• Develop AI agents with the Microsoft Foundry extension in Visual Studio Code
• Integrate custom tools into your agent
• Develop a multi-agent solution with Microsoft Foundry Agent Service
• Integrate MCP Tools with Azure AI Agents
• Develop an AI agent with Microsoft Agent Framework
• Orchestrate a multi-agent solution using the Microsoft Agent Framework
• Discover Azure AI Agents with A2A

Develop natural language solutions in Azure.

• Analyze text with Azure Language
• Create question answering solutions with Azure Language
• Build a conversational language understanding model
• Create custom text classification solutions
• Custom named entity recognition
• Translate text with Azure Translator service
• Create speech-enabled apps with Microsoft Foundry
• Translate speech with the Azure Speech service

Develop computer vision solutions in Azure.

• Analyze images
• Read text in images
• Detect, analyze, and recognize faces
• Classify images
• Detect objects in images
• Analyze video
• Develop a vision-enabled generative AI application
• Generate images with AI

Implement knowledge mining with Azure AI Search.

• Create an Azure AI Search solution
• Create a custom skill for Azure AI Search
• Create a knowledge store with Azure AI Search
• Implement advanced search features in Azure AI Search
• Search data outside the Azure platform in Azure AI Search using Azure Data Factory
• Maintain an Azure AI Search solution
• Perform search reranking with semantic ranking in Azure AI Search
• Perform vector search and retrieval in Azure AI Search