This 1-day course focuses on building intelligent applications that can see, interpret, and reason over images and documents using different multimodal models and agent-based tools. Learners explore how visual and document inputs can be combined with language models to enable structured extraction, analysis, and decision-making workflows. The course emphasizes practical patterns for extracting information, orchestrating tools, and grounding model responses in visual data.
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Course Outline
1. Develop a vision-enabled generative AI application
• Use a vision-capable model in the Microsoft Foundry portal
• Develop a vision-based chat app
2. Generate images with AI
• What are image-generation models?
• Explore image-generation models in Microsoft Foundry portal
• Create a client application that uses an image generation model
3. Generate videos with Microsoft Foundry
• Deploy a video generating model
• Generate video from a prompt
• Generate video in Python
4. Analyze images with Content Understanding
• What is Content Understanding?
• Analyze images with Content Understanding
5. Create a multimodal analysis solution with Azure Content Understanding
• What is Azure Content Understanding?
• Create a Content Understanding analyzer
• Use the Content Understanding API
6. Create an Azure Content Understanding client application
• Prepare to use the AI Content Understanding API
• Create a Content Understanding analyzer
• Analyze content
7. Extract data with Azure Document Intelligence
• What is Azure Document Intelligence?
• Use the Document Intelligence Studio
• Use prebuilt models
• Train and use custom models
8. Create a knowledge mining solution with Azure AI Search
• 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
Course Details
• Familiarity with Azure and Microsoft Foundry.
• Programming experience.
This course is designed for developers, AI engineers, and technical professionals who want to build applications that work with images and documents using multimodal, agent-driven approaches. It’s best suited for learners with basic programming experience and a general understanding of cloud or AI concepts.
For online (live) format
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