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Azure AI Engineer Associate (AI-102) Cert Prep: Implement Computer Vision Solutions

Offered By: LinkedIn Learning

Tags

Machine Learning Courses C# Courses Computer Vision Courses Image Analysis Courses REST APIs Courses Optical Character Recognition Courses Azure AI Courses

Course Description

Overview

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Learn how to implement computer vision solutions in Azure AI and prepare for the Azure AI Engineer Associate (AI-102) exam.

Syllabus

Introduction
  • Introducing computer vision on Azure
1. Computer Vision Overview
  • Introducing Azure AI Vision
  • Creating an Azure AI computer vision service
  • Creating an Azure AI service
  • Image Analysis overview
  • Vision Studio
  • Connecting to Azure AI Vision using the Vision SDK and C#
  • Analyzing an image
  • Image Analysis REST requests
  • Interpreting Image Analysis results
  • Optical character recognition
  • Performing optical character recognition
2. Using Custom Image Models
  • Introducing Custom Vision models
  • Exam note on Custom Vision tasks
  • Creating a Custom Vision project and ML workspace
  • Labeling classification data
  • Training a model
  • Labeling object detection data
  • Evaluating model performance
  • Testing custom vision models in Vision Studio
3. Analyzing Videos
  • Azure AI Video Indexer overview
  • Indexing a video
  • Reviewing video insights
  • Spatial analysis
Conclusion
  • Next steps

Taught by

Matt Eland

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