Ai-3004: Build Azure Ai Vision Solutions (Aligned To Ai-102)

Master Azure AI Vision with image analysis, OCR, face detection & Custom Vision. Aligned with AI-102 exam objectives.

What you'll learn

Build intelligent apps using Azure AI Vision services for image classification, object detection, OCR, face detection, and image tagging.

Implement custom vision models in Azure to classify and detect objects tailored to real-world business needs and AI-102 certification scenarios.

Analyze videos using Azure Video Indexer to extract insights like spoken words, faces, emotions, and scene changes in a visual format.

Integrate Azure AI Vision APIs with Python or C# to build, test, and deploy vision-based applications in the cloud securely and efficiently.

Requirements

Basic knowledge of Microsoft Azure services and cloud concepts.

Familiarity with Python or C# programming (helpful but not mandatory).

Interest in AI, machine learning, or computer vision use cases.

Description

Unlock the power of computer vision using Microsoft Azure! In this hands-on course, you'll learn to build intelligent vision-based applications using Azure AI Vision services. Whether you're working with images or videos, you'll gain practical skills to analyze, classify, detect, and extract insights from visual content.This course is perfect for developers, AI enthusiasts, and professionals looking to integrate vision capabilities into their solutions using Azure AI Services. By the end of this course, you'll be equipped to design and implement real-world computer vision applications in the cloud.What You Will Learn:Understand Azure AI Vision architecture and its key componentsAnalyze and classify images using pre-trained modelsPerform object detection and facial recognitionUse Optical Character Recognition (OCR) to extract text from imagesGenerate image descriptions and tags automaticallyWork with the Video Indexer for extracting insights from videosImplement custom vision models for tailored business scenariosDeploy vision solutions using REST APIs, SDKs, and Azure portalHow This Supports the AI-102 Exam:This course maps directly to the “Develop Computer Vision Solutions” module in the AI-102: Designing and Implementing a Microsoft Azure AI Solution certification. Specifically, it helps you:Gain practical experience using Cognitive Services – Vision APIsUnderstand how to implement image classification and object detectionPrepare for real-world scenarios asked in the AI-102 case study questionsLearn how to integrate custom vision models for specific use casesMaster the deployment and monitoring of vision models on AzurePrerequisites:Basic understanding of Azure servicesFamiliarity with Python or C# (preferred, but not mandatory)Enthusiasm to explore AI and computer vision use cases

Overview

Section 1: Develop computer vision solutions in Azure

Lecture 1 Azure AI Vision Image Analysis

Lecture 2 Hands-On: Azure AI Vision Studio Image Analysis

Lecture 3 Hands-On: Image Analysis 4.0 REST API

Lecture 4 Documentation – Visual Features in Azure AI Vision

Lecture 5 Image Analysis -Regional API Endpoint vs Custom Subdomain API

Lecture 6 Documentation -Regional API Endpoint vs Custom Subdomain API

Lecture 7 Questions - Azure AI Vision

Lecture 8 Lab - Image Analysis 3.2 API endpoint using Python or C#

Section 2: Azure AI Custom Vision

Lecture 9 What is Azure AI Custom Vision

Lecture 10 Demo - Creating an Azure AI Custom Vision Resource

Lecture 11 Demo - Get Suggested Tags

Lecture 12 Question1 - Azure AI Custom Vision

Lecture 13 Question2 - Azure AI Custom Vision

Section 3: Azure AI Video Indexer

Lecture 14 What is Azure AI Video Indexer

Lecture 15 Demo - Creating Azure AI Video Indexer and uploading media files

Lecture 16 Azure AI Video Indexer API

Lecture 17 Question on Azure AI Video Indexer

Lecture 18 Code - Azure AI Video Indexer API

Section 4: Azure AI Face Service

Lecture 19 What is Azure AI Face Service

Section 5: Develop a vision-enabled generative AI application

Lecture 20 Vision-enabled generative AI application

Lecture 21 Demo - Azure AI Foundry

Aspiring AI developers and data professionals preparing for the AI-102 certification.,Software engineers and solution architects looking to implement computer vision using Azure AI services.,Anyone with a basic understanding of Azure who wants hands-on experience with AI Vision APIs and Custom Vision.