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‎learn-pr/wwl-data-ai/classify-images/1-introduction.yml

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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.introduction
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title: Introduction
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metadata:
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title: Introduction
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description: Introduction
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author: ivorb
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ms.author: berryivor
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ms.date: 11/5/2024
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/1-introduction.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.introduction
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title: Introduction
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metadata:
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title: Introduction
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description: Introduction
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author: ivorb
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ms.author: berryivor
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ms.date: 04/30/2025
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/1-introduction.md)]
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‎learn-pr/wwl-data-ai/classify-images/2-provision-azure-resources-for-custom-vision.yml

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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.provision-azure-resources-for-custom-vision
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title: Provision Azure resources for Azure AI Custom Vision
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metadata:
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title: Provision Azure resources for Azure AI Custom Vision
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description: Provision Azure resources for Azure AI Custom Vision
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author: ivorb
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ms.author: berryivor
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ms.date: 11/5/2024
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/2-provision-azure-resources-for-custom-vision.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.provision-azure-resources-for-custom-vision
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title: Provision Azure resources for Azure AI Custom Vision
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metadata:
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title: Provision Azure resources for Azure AI Custom Vision
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description: Provision Azure resources for Azure AI Custom Vision
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author: ivorb
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ms.author: berryivor
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ms.date: 04/30/2025
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/2-provision-azure-resources-for-custom-vision.md)]
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‎learn-pr/wwl-data-ai/classify-images/3-understand-image-classification.yml

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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.understand-image-classification
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title: Understand image classification
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metadata:
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title: Understand image classification
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description: Understand image classification
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author: ivorb
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ms.author: berryivor
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ms.date: 11/5/2024
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/3-understand-image-classification.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.understand-image-classification
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title: Understand image classification
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metadata:
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title: Understand image classification
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description: Understand image classification
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author: ivorb
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ms.author: berryivor
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ms.date: 04/30/2025
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/3-understand-image-classification.md)]
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‎learn-pr/wwl-data-ai/classify-images/4-train-image-classifier.yml

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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.train-image-classifier
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title: Train an image classifier
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metadata:
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title: Train an image classifier
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description: Train an image classifier
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author: ivorb
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ms.author: berryivor
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ms.date: 11/5/2024
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/4-train-image-classifier.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.train-image-classifier
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title: Train an image classifier
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metadata:
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title: Train an image classifier
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description: Train an image classifier
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author: ivorb
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ms.author: berryivor
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ms.date: 04/30/2025
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/4-train-image-classifier.md)]
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‎learn-pr/wwl-data-ai/classify-images/5-exercise-custom-vision.yml

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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.exercise-custom-vision
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title: Exercise - Classify images with Azure AI Custom Vision
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metadata:
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title: Exercise - Classify images with Azure AI Custom Vision
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description: Exercise - Classify images with Azure AI Custom Vision
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author: ivorb
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ms.author: berryivor
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ms.date: 11/5/2024
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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durationInMinutes: 30
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content: |
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[!include[](includes/5-exercise-custom-vision.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.exercise-custom-vision
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title: Exercise - Classify images with Azure AI Custom Vision
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metadata:
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title: Exercise - Classify images with Azure AI Custom Vision
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description: Exercise - Classify images with Azure AI Custom Vision
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author: ivorb
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ms.author: berryivor
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ms.date: 04/30/2025
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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durationInMinutes: 30
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content: |
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[!include[](includes/5-exercise-custom-vision.md)]
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‎learn-pr/wwl-data-ai/classify-images/6-knowledge-check.yml

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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.knowledge-check
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title: Module assessment
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metadata:
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title: Module assessment
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description: Knowledge check
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author: ivorb
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ms.author: berryivor
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ms.date: 11/5/2024
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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quiz:
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title: "Check your knowledge"
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questions:
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- content: "You want to train a model that can categorize an image as \"cat\" or \"dog\" based on its subject. What kind of Azure AI Custom Vision project should you create?"
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choices:
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- content: "Image classification (multiclass)"
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isCorrect: true
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explanation: "That's correct. To train a model that classifies an image using a single tag, use an Image classification (multiclass) project."
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- content: "Image classification (multilabel)"
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isCorrect: false
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explanation: "That's incorrect. To train a model that classifies an image using a single tag, use an Image classification (multiclass) project."
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- content: "Object detection"
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isCorrect: false
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explanation: "That's incorrect. To train a model that classifies an image using a single tag, use an Image classification (multiclass) project."
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- content: "Which of the following kinds of Azure resource can you use to host a trained Azure AI Custom Vision model?"
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choices:
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- content: "Azure AI Custom Vision (Training)"
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isCorrect: false
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explanation: "That's incorrect. You can publish a trained Azure AI Custom Vision model to either an Azure AI Custom Vision (Prediction) resource or an Azure AI Services multi-service resource."
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- content: "Azure AI Vision"
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isCorrect: false
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explanation: "That's incorrect. You can publish a trained Azure AI Custom Vision model to either an Azure AI Custom Vision (Prediction) resource or an Azure AI Services multi-service resource."
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- content: "Azure AI Services"
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isCorrect: true
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explanation: "That's correct. You can publish a trained Azure AI Custom Vision model to either an Azure AI Custom Vision (Prediction) resource or an Azure AI Services multi-service resource."
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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.knowledge-check
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title: Module assessment
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metadata:
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title: Module assessment
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description: Knowledge check
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author: ivorb
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ms.author: berryivor
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ms.date: 04/30/2025
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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quiz:
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title: "Check your knowledge"
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questions:
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- content: "You want to train a model that can categorize an image as \"cat\" or \"dog\" based on its subject. What kind of Azure AI Custom Vision project should you create?"
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choices:
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- content: "Image classification (multiclass)"
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isCorrect: true
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explanation: "That's correct. To train a model that classifies an image using a single tag, use an Image classification (multiclass) project."
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- content: "Image classification (multilabel)"
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isCorrect: false
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explanation: "That's incorrect. To train a model that classifies an image using a single tag, use an Image classification (multiclass) project."
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- content: "Object detection"
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isCorrect: false
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explanation: "That's incorrect. To train a model that classifies an image using a single tag, use an Image classification (multiclass) project."
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- content: "Which of the following kinds of Azure resource can you use to host a trained Azure AI Custom Vision model?"
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choices:
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- content: "Azure AI Custom Vision (Training)"
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isCorrect: false
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explanation: "That's incorrect. You can publish a trained Azure AI Custom Vision model to either an Azure AI Custom Vision (Prediction) resource or an Azure AI Services multi-service resource."
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- content: "Azure AI Vision"
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isCorrect: false
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explanation: "That's incorrect. You can publish a trained Azure AI Custom Vision model to either an Azure AI Custom Vision (Prediction) resource or an Azure AI Services multi-service resource."
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- content: "Azure AI Services"
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isCorrect: true
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explanation: "That's correct. You can publish a trained Azure AI Custom Vision model to either an Azure AI Custom Vision (Prediction) resource or an Azure AI Services multi-service resource."
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‎learn-pr/wwl-data-ai/classify-images/7-summary.yml

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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.summary
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title: Summary
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metadata:
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title: Summary
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description: Summary
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author: ivorb
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ms.author: berryivor
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ms.date: 11/5/2024
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/7-summary.md)]
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### YamlMime:ModuleUnit
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uid: learn.wwl.classify-images.summary
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title: Summary
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metadata:
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title: Summary
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description: Summary
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author: ivorb
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ms.author: berryivor
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ms.date: 04/30/2025
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ms.topic: unit
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ms.collection:
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- wwl-ai-copilot
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azureSandbox: false
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durationInMinutes: 3
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content: |
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[!include[](includes/7-summary.md)]
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‎learn-pr/wwl-data-ai/classify-images/index.yml

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### YamlMime:Module
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uid: learn.wwl.classify-images
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metadata:
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title: Classify images
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description: Classify images
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author: ivorb
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ms.author: berryivor
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ms.date: 11/5/2024
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ms.service: azure-ai-vision
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ms.topic: module-standard-task-based
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ms.collection:
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- wwl-ai-copilot
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title: Classify images
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summary: Image classification is used to determine the main subject of an image. You can use the Azure AI Custom Vision services to train a model that classifies images based on your own categorizations.
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abstract: |
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After completing this module, you will be able to:
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- Provision Azure resources for Azure AI Custom Vision
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- Understand image classification
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- Train an image classifier
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prerequisites: |
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Before starting this module, you should already have:
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- Familiarity with Azure and the Azure portal.
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- Experience programming with C# or Python.
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If you have no previous programming experience, we recommend you complete the [Take your first steps with C#](/training/paths/csharp-first-steps/) or [Take your first steps with Python](/training/paths/python-first-steps/) learning path first.
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iconUrl: /training/achievements/images-classify.svg
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levels:
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- intermediate
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roles:
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- ai-engineer
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- developer
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products:
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- ai-services
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- azure-custom-vision
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subjects:
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- classification-analysis
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units:
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- learn.wwl.classify-images.introduction
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- learn.wwl.classify-images.provision-azure-resources-for-custom-vision
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- learn.wwl.classify-images.understand-image-classification
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- learn.wwl.classify-images.train-image-classifier
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- learn.wwl.classify-images.exercise-custom-vision
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- learn.wwl.classify-images.knowledge-check
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- learn.wwl.classify-images.summary
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badge:
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uid: learn.wwl.classify-images.badge
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### YamlMime:Module
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uid: learn.wwl.classify-images
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metadata:
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title: Classify images
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description: Classify images
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author: ivorb
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ms.author: berryivor
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ms.date: 04/30/2025
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ms.service: azure-ai-vision
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ms.topic: module-standard-task-based
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ms.collection:
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- wwl-ai-copilot
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title: Classify images
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summary: Image classification is used to determine the main subject of an image. You can use the Azure AI Custom Vision services to train a model that classifies images based on your own categorizations.
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abstract: |
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After completing this module, you will be able to:
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- Provision Azure resources for Azure AI Custom Vision
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- Understand image classification
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- Train an image classifier
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prerequisites: |
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Before starting this module, you should already have:
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- Familiarity with Azure and the Azure portal.
23+
- Experience programming with C# or Python.
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If you have no previous programming experience, we recommend you complete the [Take your first steps with C#](/training/paths/csharp-first-steps/) or [Take your first steps with Python](/training/paths/python-first-steps/) learning path first.
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iconUrl: /training/achievements/images-classify.svg
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levels:
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- intermediate
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roles:
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- ai-engineer
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- developer
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products:
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- ai-services
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- azure-custom-vision
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subjects:
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- classification-analysis
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units:
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- learn.wwl.classify-images.introduction
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- learn.wwl.classify-images.provision-azure-resources-for-custom-vision
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- learn.wwl.classify-images.understand-image-classification
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- learn.wwl.classify-images.train-image-classifier
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- learn.wwl.classify-images.exercise-custom-vision
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- learn.wwl.classify-images.knowledge-check
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- learn.wwl.classify-images.summary
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badge:
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uid: learn.wwl.classify-images.badge
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