AI-3008-A: Extract insights from visual data on Azure

Struktura kurzu

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Module 1: Develop a vision-enabled generative AI application

• 1.1 Introduction 
• 1.2 Use a vision-capable model in the Microsoft Foundry portal 
• 1.3 Develop a vision-based chat app 
• 1.4 Exercise – Develop a vision-enabled chat app 
• 1.5 Summary 

Module 2: Generate images with AI

• 2.1 Introduction 
• 2.2 What are image-generation models? 
• 2.3 Explore image-generation models in Microsoft Foundry portal 
• 2.4 Create a client application that uses an image generation model 
• 2.5 Exercise – Generate images with AI 
• 2.6 Summary 

Module 3: Generate videos with Microsoft Foundry

• 3.1 Introduction 
• 3.2 Deploy a video generating model 
• 3.3 Generate video from a prompt 
• 3.4 Generate video in Python 
• 3.5 Exercise – Generate video with Sora 2 in Microsoft Foundry 
• 3.6 Summary 

Module 4: Analyze images with Content Understanding

• 4.1 Introduction 
• 4.2 What is Content Understanding? 
• 4.3 Analyze images with Content Understanding 
• 4.4 Exercise – Analyze images with Content Understanding 
• 4.5 Summary 

Module 5: Create a multimodal analysis solution with Azure Content Understanding

• 5.1 Introduction 
• 5.2 What is Azure Content Understanding? 
• 5.3 Create a Content Understanding analyzer 
• 5.4 Use the Content Understanding API 
• 5.5 Exercise – Extract information from multimodal content 
• 5.6 Summary 

Module 6: Create an Azure Content Understanding client application

• 6.1 Introduction 
• 6.2 Prepare to use the AI Content Understanding API 
• 6.3 Create a Content Understanding analyzer 
• 6.4 Analyze content 
• 6.5 Exercise – Develop a Content Understanding client application 
• 6.6 Summary 

Module 7: Extract data with Azure Document Intelligence

• 7.1 Introduction 
• 7.2 What is Azure Document Intelligence? 
• 7.3 Use the Document Intelligence Studio 
• 7.4 Use prebuilt models 
• 7.5 Train and use custom models 
• 7.6 Exercise – Analyze documents with Document Intelligence 
• 7.7 Summary 

Module 8: Create a knowledge mining solution with Azure AI Search

• 8.1 Introduction 
• 8.2 What is Azure AI Search? 
• 8.3 Extract data with an indexer 
• 8.4 Enrich extracted data with AI skills 
• 8.5 Search an index 
• 8.6 Persist extracted information in a knowledge store 
• 8.7 Exercise – Create a knowledge mining solution 
• 8.8 Summary