Extract Insights from Visual Data on Azure (AI-3008)

Course Duration

1 Day

Audience

Employees of federal, state and local governments; and businesses working with the government.

Prerequisites

Basic programming experience and a general understanding of cloud or AI concepts.

Course Description

This 1-day course focuses on building intelligent applications that can see, interpret, and reason over images and documents using 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.

Learning Objectives

• Build vision-enabled generative AI applications using multimodal models
• Generate images and videos programmatically using Microsoft Foundry
• Analyze images and documents using Azure Content Understanding
• Extract structured data from forms and documents with Azure Document Intelligence
• Build knowledge mining pipelines using Azure AI Search
• Combine visual and language models to enable intelligent decision-making workflows

Course Outline

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

Frequently Asked Questions