Extract insights from visual data on Azure (AI-3008)

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

By the end of this course, learners will be able to:

• Build and deploy AI solutions on Azure to extract insights from visual data.
• Analyze images and visual content to derive meaningful insights that support business and application scenarios on Azure
• Implement secure and scalable AI workloads on Azure for visual data processing and analysis.
• Evaluate and optimize visual data AI solutions using Azure-native tools and services.

Module 1: Develop a vision-enabled generative AI application

• Use a vision-capable model in the Microsoft Foundry portal
• Develop a vision-based chat app

Module 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

Module 3: Generate videos with Microsoft Foundry

• Deploy a video generating model
• Generate video from a prompt
• Generate video in Python

 Module 4: Analyze images with Content Understanding

• What is Content Understanding?
• Analyze images with Content Understanding

Module 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

Module 6: Create an Azure Content Understanding client application

• Prepare to use the AI Content Understanding API
• Create a Content Understanding analyzer
• Analyze content

Module 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

Module 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
  

• Familiarity with core Azure concepts, including subscriptions, resource groups, and basic Azure services.
• Basic understanding of AI and machine learning concepts, especially as they relate to visual or image data.
• General awareness of Azure AI services or prior exposure to Azure‑based AI solutions.
• Experience working with data or applications in a cloud environment is helpful but not required.

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