Use models in Microsoft Foundry to generate images
After completing this module, you'll be able to:
- Describe the capabilities of image generation models
- Use the Images playground in Microsoft Foundry portal
- Integrate image generation models into your apps
Learn how to generate videos from text prompts with Sora 2 in Microsoft Foundry.
After completing this module, you'll be able to:
- Deploy a video-generating AI model in Microsoft Foundry.
- Test a video-based prompt in the chat playground.
- Use the Azure OpenAI SDK to generate and remix videos in Python.
Learn how to analyze images with Azure Content Understanding.
After completing this module, you'll be able to:
- Deploy a content-understanding AI model in Microsoft Foundry.
- Test an image-based prompt in the chat playground.
- Use the Azure OpenAI SDK to analyze images in Python.
A picture says a thousand words, and multimodal generative AI models can interpret images to respond to visual prompts. Learn how to build vision-enabled chat apps.
After completing this module, you'll be able to:
- Deploy a vision-enabled generative AI model in Microsoft Foundry.
- Test an image-based prompt in the chat playground.
- Create a chat app that submits image-based prompts.
Use Azure Content Understanding for multimodal content analysis and information extraction.
After completing this module, you will be able to:
- Describe capabilities of Azure Content Understanding.
- Use Azure Content Understanding to build a content analyzer.
- Consume a Content Understanding analyzer by using the API.
Use the Azure Content Understanding API for multimodal content analysis and information extraction.
After completing this module, you will be able to:
- Use the Azure Content Understanding API to build a content analyzer.
- Use the Azure Content Understanding API to consume an analyzer.
Azure Document Intelligence uses OCR and deep learning to extract text, key-value pairs, tables, and structured data from documents. Learn how to use prebuilt models, train custom models, and build document processing solutions.
By the end of this module, you'll be able to:
- Describe the capabilities and components of Azure Document Intelligence.
- Use the Document Intelligence Studio to explore and test models.
- Use prebuilt models to extract data from common document types.
- Train and use custom models for industry-specific forms.
Unlock the hidden insights in your data with Azure AI Search.
After completing this module, you'll be able to:
- Implement indexing with Azure AI Search
- Use AI skills to enrich data in an index
- Search an index to find relevant information
- Persist extracted information in a knowledge store

Syllabus

Generate images with AI
- Introduction
- What are image-generation models?
- Explore image-generation models in Microsoft Foundry portal
- Create a client application that uses an image generation model
- Exercise - Generate images with AI
- Module assessment
- Summary
Generate videos with Microsoft Foundry
- Introduction
- Deploy a video generating model
- Generate video from a prompt
- Generate video in Python
- Exercise - Generate video with Sora 2 in Microsoft Foundry
- Module assessment
- Summary
Analyze images with Content Understanding
- Introduction
- What is Content Understanding?
- Analyze images with Content Understanding
- Exercise - Analyze images with Content Understanding
- Module assessment
- Summary
Develop a vision-enabled generative AI application
- Introduction
- Deploy a multimodal model
- Develop a vision-based chat app
- Exercise - Develop a vision-enabled chat app
- Module assessment
- Summary
Create a multimodal analysis solution with Azure Content Understanding
- Introduction
- What is Azure Content Understanding?
- Create a Content Understanding analyzer
- Use the Content Understanding API
- Exercise - Extract information from multimodal content
- Module assessment
- Summary
Create an Azure Content Understanding client application
- Introduction
- Prepare to use the AI Content Understanding API
- Create a Content Understanding analyzer
- Analyze content
- Exercise - Develop a Content Understanding client application
- Module assessment
- Summary
Extract data with Azure Document Intelligence
- Introduction
- What is Azure Document Intelligence?
- Use the Document Intelligence Studio
- Use prebuilt models
- Train and use custom models
- Exercise - Analyze documents with Document Intelligence
- Module assessment
- Summary
Create a knowledge mining solution with Azure AI Search
- Introduction
- What is Azure AI Search?
- Extract data with an indexer
- Enrich extracted data with AI skills
- Search an index
- Persist extracted information in a knowledge store
- Exercise - Create a knowledge mining solution
- Module assessment
- Summary