Bridgeway International

AI-3008: Extract insights from visual data on Azure

Course Information

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Course Description

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.

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
  • Module assessment

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 assessment

3 – Generate videos with Microsoft Foundry

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

4 – Analyze images with Content Understanding

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

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 assessment

6 – Create an Azure Content Understanding client application

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

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 assessment

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
  • Module assessment