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AI-3004: Develop computer vision solutions in Azure
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Introduction
Audio Book AI-3004
Lesson 1 AI-3004: Build an Azure AI Vision solution with Azure AI services
Lesson 1: Build an Azure AI Vision solution with Azure AI services
Audio Lesson 1 AI-3004: Build an Azure AI Vision solution with Azure AI services
Podcast Lesson 1 AI-3004: Build an Azure AI Vision solution with Azure AI services
1.1.1 Introduction
1.1.2 Provision an Azure AI Vision resource
1.1.3 Analyze an image
1.1.4 Summary
Activity:Drag-and-Drop
Activity: Knowledge Check
1.2.1 Introduction
1.2.2 Explore Azure AI options for reading text
1.2.3 Read text with Azure AI Vision Image Analysis
1.2.4 Summary
Activity:Sequence
Activity:Sequence (copy)
1.3.1 Introduction
1.3.2 Plan a face detection, analysis, or recognition solution
1.3.3 Detect and analyze faces
1.3.4 Verify and identify faces
1.3.5 Responsible AI considerations for face-based solutions
1.3.6 Summary
Activity:Tab: Type 1
Activity: Knowledge Check
1.4.1 Introduction
1.4.2 Azure AI Custom Vision
1.4.3 Train an image classification model
1.4.4 Create an image classification client application
1.4.5 Summary
Activity:Tab: Type 1
Activity: Knowledge Check
1.5.1 Introduction
1.5.2 Use Azure AI Custom Vision for object detection
1.5.3 Train an object detector
1.5.4 Summary
Activity: Flip Card
Activity: Knowledge Check
1.6.1 Introduction
1.6.2 Understand Azure Video Indexer capabilities
1.6.3 Extract custom insights
1.6.4 Use Video Analyzer widgets and APIs
1.6.5 Summary
Activity: Multiple choice with image
Activity: Knowledge Check
1.7.1 Introduction
1.7.2 Deploy a multimodal model
1.7.3 Develop a vision-based chat app
1.7.4 Summary
Activity:True/False
Activity: Knowledge Check
1.8.1 Introduction
1.8.2 What are image-generation models?
1.8.3 Explore image-generation models in Azure AI Foundry portal
1.8.4 Create a client application that uses an image generation model
1.8.5 Summary
Activity: Multiple Response
Activity: Knowledge Check
Resources
AI-3004 Blueprint
AI-3004 Detailed Curriculum
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AI-3004: Develop computer vision solutions in Azure
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Certificate
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