- This module introduces Azure and its capabilities for building AI solutions. Explore the key features and benefits of using Microsoft Foundry for AI development.
Get started with AI in Azure
- Learn how to use generative AI models and agents with Microsoft Foundry.
By the end of this module, you'll be able to:
- Describe how an agent encapsulates model behavior using system instructions and tools
- Identify the right model for a task using the Foundry model catalog
- Deploy a model in the Foundry portal and replicate Playground settings in code
- Create and test an agent in the Foundry portal
- Use an agent in the Playground to validate prompts and behavior
- Call an agent from code using the Foundry Project API
- Get started with text analysis in Azure
Learn how to use Azure Language for text analysis
- Learn how to use Azure Speech in Foundry Tools to recognize and synthesize speech.
In this module you will:
- Learn to use Azure Speech's speech-to-text API for speech recognition
- Learn to use Azure Speech's text-to-speech API for speech synthesis
- Learn to use Azure Speech's Voice Live capabilities
- Vision-enabled models in Foundry enable developers to create intelligent solutions that analysis images, and generate images and video.
In this module you will:
- Learn about multimodal models for image analysis
- Understand image generation capabilities
- Understand video generation capabilities
- Learn how to use Azure Content Understanding in Foundry Tools to extract information from content.
After completing this module, you'll be able to:
- Identify Foundry Tools for information extraction
- Describe Azure Vision information extraction capabilities
- Describe Azure Content Understanding information extraction capabilities
- Describe Azure Document Intelligence information extraction capabilities
- Describe Azure AI Search information extraction capabilities
Overview
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Syllabus
- Get started with AI in Azure
- Introduction
- Understand Azure
- Developing AI apps on Azure
- Microsoft Foundry for AI
- Using Microsoft Foundry endpoints
- Exercise - Get started with Microsoft Foundry
- Knowledge check
- Summary
- Get started with generative AI and agents in Azure
- Introduction
- Generative AI models
- Using a generative AI model
- Creating an agent
- Exercise - Get started with generative AI and agents in Microsoft Foundry
- Knowledge check
- Summary
- Get started with text analysis in Azure
- Introduction
- Azure Language
- Azure Language SDK
- Azure Language MCP
- Exercise - Get started with text analysis in Microsoft Foundry
- Module assessment
- Summary
- Get started with speech in Azure
- Introduction
- Speech recognition
- Speech synthesis
- Creating a speech-capable agent
- Exercise - Get started with speech in Microsoft Foundry
- Module assessment
- Summary
- Get started with computer vision in Azure
- Introduction
- Multimodal models for image analysis
- Image generation models
- Video generation models
- Exercise - Get started with computer vision in Microsoft Foundry
- Module assessment
- Summary
- Get started with AI-powered information extraction in Azure
- Introduction
- Extract information from documents
- Extract information from audio and video
- Exercise - Get started with Content Understanding in Microsoft Foundry
- Module assessment
- Summary