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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