AI-3004: Develop computer vision solutions in Azure Training

Dynamics Edge courses and labs are enhanced Instructor-Led Training (ILT) materials, purpose-built for live, guided instruction, structured learning and practical, work-ready skills development.

Unlike Microsoft Learn paths—which are designed for self-paced study—our ILT content follows a carefully crafted curriculum tailored for real-time engagement, interactive Q&A, The structure and flow of our materials are intentionally different to support deeper learning and immediate application.

Course Overview

This course, AI-3004, provides an in-depth exploration of building an Azure AI Vision Solution with Azure AI Services

Course Objectives

By the end of this course, participants will be able to:

• Understand core concepts and architecture of Azure AI Vision.
• Develop and deploy Azure Vision solutions for real-world applications.
• Integrate Azure Vision capabilities with other Azure AI services.
• Learn best practices for managing, monitoring, and scaling AI Vision solutions.

Course Outline

Module 1: Analyze images

• Provision an Azure AI Vision resource
• Analyze an image
• Generate a smart-cropped thumbnail and remove background

Module 2: Image classification with custom Azure AI Vision models

• Understand custom model types
• Create a custom project
• Label and train a custom model

Module 3: Detect, analyze, and recognize faces

• Identify options for face detection analysis and identification
• Understand considerations for face analysis
• Detect faces with the Azure AI Vision service
• Understand capabilities of the face service
• Compare and match detected faces
• Implement facial recognition

Module 4: Read Text in images and documents with the Azure AI Vision Service

• Explore Azure AI Vision options for reading text
• Use the Read API

Module 5:  Analyze video

• Understand Azure Video Indexer capabilities
• Extract custom insights
• Use Video Analyzer widgets and APIs