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

Extract, analyze, and unlock actionable insights from visual data using Azure AI services.

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.

GK# 834126 Vendor# AI-3008
Vendor Credits:
  • Global Knowledge Delivered Course
  • Training Exclusives
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Who Should Attend?

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.

What You'll Learn

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.

Course Outline

Extract insights from visual data on Azure

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
  • Exercise - Develop a vision-enabled 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
  • Exercise - Generate images with AIModule 3: Generate videos with Microsoft Foundry
  • Deploy a video generating model
  • Generate video from a prompt
  • Generate video in Python
  • Exercise - Generate video with Sora 2 in Microsoft Foundry

Module 4: Analyze images with Content Understanding

  • What is Content Understanding?
  • Analyze images with Content Understanding
  • Exercise - 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
  • Exercise - Extract information from multimodal content

Module 6: Create an Azure Content Understanding client application

  • Prepare to use the AI Content Understanding API
  • Create a Content Understanding analyzer
  • Analyze content
  • Exercise - Develop a Content Understanding client application

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
  • Exercise - Analyze documents with Document Intelligence

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
  • Exercise - Create a knowledge mining solution
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Prerequisites
  • 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.