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

Course Overview

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