Cloud Private

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

8 hours
AzureAI

Build Azure AI applications that analyze images and documents, generate visual media, extract structured data, and create practical knowledge mining solutions.

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  • Customizable agenda
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Course Overview

This one-day course teaches you to build intelligent Azure applications that interpret images and documents using multimodal models and AI tools. You will explore practical approaches to generating visual media, extracting structured information, analyzing multimodal content, and grounding workflows in visual data.

Course topics include Microsoft Foundry, Azure Content Understanding, Azure Document Intelligence, and Azure AI Search.

Course Benefits

  • Develop a vision-enabled generative AI application.
  • Use AI models to generate images and videos.
  • Analyze images and multimodal content with Azure Content Understanding.
  • Create a client application that uses the Content Understanding API.
  • Extract data from documents with prebuilt and custom Azure Document Intelligence models.
  • Build a knowledge mining solution with Azure AI Search, AI enrichment, and knowledge stores.

Delivery Methods

Private Class
Delivered for your team at your site or online.

Course Outline

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

Class Materials

Each student receives a comprehensive set of materials, including course notes and all class examples.

Class Prerequisites

Experience in the following would be useful for this Azure class:

  • Basic programming experience
  • A general understanding of cloud or AI concepts

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