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### YamlMime:LearningPath
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uid: learn.wwl.implement-interfaces-new
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metadata:
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title: Implement interfaces
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description: Implement interfaces
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ms.date: 02/14/2025
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author: wwlpublish
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ms.author: eric
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ms.topic: learning-path
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title: Implement interfaces
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prerequisites: |
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- Visual Studio Code installed with the C# Dev Kit.
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- Basic knowledge of the Visual Studio Code IDE.
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- Basic understanding of the C# programming language.
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- Familiarity with classes.
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summary: |
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Discover how mastering interfaces can enhance your coding skills, promote flexibility, and reduce dependencies. This training will empower you to write more resilient and maintainable code.
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iconUrl: /training/achievements/generic-trophy.svg
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levels:
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- beginner
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roles:
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- developer
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products:
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- dotnet
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subjects:
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- app-development
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modules:
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- learn.wwl.discover-interfaces
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- learn.wwl.apply-interfaces-code
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trophy:
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uid: learn.wwl.implement-interfaces-new.trophy

learn-pr/wwl-data-ai/understand-data-roles-services-products/1-introduction.yml

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prefetch-feature-rollout: true
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title: Introduction
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description: "Introduction"
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ms.date: 09/30/2024
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ms.date: 02/14/2025
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author: wwlpublish
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ms.author: rcaper
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ms.topic: unit
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ms.custom:
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- N/A
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durationInMinutes: 2
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content: |
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[!include[](includes/1-introduction.md)]
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[!include[](includes/1-introduction.md)]

learn-pr/wwl-data-ai/understand-data-roles-services-products/2-describe-data-product-categories.yml

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prefetch-feature-rollout: true
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title: Describe data product categories
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description: "Describe data product categories"
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ms.date: 09/30/2024
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ms.date: 02/14/2025
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author: wwlpublish
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ms.author: rcaper
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ms.topic: unit
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ms.custom:
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- N/A
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durationInMinutes: 3
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content: |
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[!include[](includes/2-describe-data-product-categories.md)]
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[!include[](includes/2-describe-data-product-categories.md)]

learn-pr/wwl-data-ai/understand-data-roles-services-products/3-azure-data-services.yml

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title: Describe Azure data services
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description: "Describe Azure data services"
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ms.date: 09/30/2024
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ms.date: 02/14/2025
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author: wwlpublish
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ms.author: rcaper
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ms.topic: unit
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ms.custom:
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- N/A
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durationInMinutes: 5
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content: |
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[!include[](includes/3-azure-data-services.md)]
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[!include[](includes/3-azure-data-services.md)]

learn-pr/wwl-data-ai/understand-data-roles-services-products/4-data-professionals.yml

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title: Describe data professional roles
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description: "Describe data professional roles"
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ms.date: 09/30/2024
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ms.date: 02/14/2025
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author: wwlpublish
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ms.author: rcaper
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ms.topic: unit
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ms.custom:
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- N/A
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durationInMinutes: 6
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content: |
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[!include[](includes/4-data-professionals.md)]
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[!include[](includes/4-data-professionals.md)]

learn-pr/wwl-data-ai/understand-data-roles-services-products/5-knowledge-check.yml

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title: Knowledge check
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description: "Knowledge check"
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ms.date: 09/30/2024
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ms.date: 02/14/2025
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author: wwlpublish
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ms.author: rcaper
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ms.topic: unit
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explanation: "That's incorrect. A database administrator ensures the database servers are online and accessible."
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- content: "Data analyst"
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isCorrect: true
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explanation: "That's correct. A data analyst works with super users to determine requirements, and then creates the reporting solution."
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explanation: "That's correct. A data analyst works with super users to determine requirements, and then creates the reporting solution."

learn-pr/wwl-data-ai/understand-data-roles-services-products/6-summary.yml

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title: Summary
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description: "Summary"
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ms.date: 09/30/2024
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ms.date: 02/14/2025
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author: wwlpublish
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ms.author: rcaper
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ms.topic: unit
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ms.custom:
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- N/A
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durationInMinutes: 2
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content: |
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[!include[](includes/6-summary.md)]
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[!include[](includes/6-summary.md)]

learn-pr/wwl-data-ai/understand-data-roles-services-products/includes/1-introduction.md

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As a business professional, you're likely to be familiar with using a spreadsheet to filter, summarize, and analyze data. While a spreadsheet has a multitude of uses, organizations need scaled and robust systems to manage data from many sources, and in different formats. You can make reporting easier by collating the data in a central database.
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In this module, you'll learn about the systems you can use to store and process your data, and the professional roles required to operate, develop, and maintain these services.
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In this module, you'll learn about the systems you can use to store and process your data, and the professional roles required to operate, develop, and maintain these services.
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## Learning objectives
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learn-pr/wwl-data-ai/understand-data-roles-services-products/includes/2-describe-data-product-categories.md

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In this video, you'll see how data from different areas within an organization can be processed into a central reporting data store:
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> [!VIDEO https://learn-video.azurefd.net/vod/player?id=c7aab29e-cb7e-43fe-9f42-f0f45a4e639a]
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> [!VIDEO https://www.microsoft.com/videoplayer/embed/RE4U38o]

learn-pr/wwl-data-ai/understand-data-roles-services-products/includes/3-azure-data-services.md

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In this video, you'll see how the above services seamlessly combine to create a data warehouse for reporting:
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> [!VIDEO https://learn-video.azurefd.net/vod/player?id=4be1575e-6ddd-46fe-a620-2ea29848ed5e]
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> [!VIDEO https://www.microsoft.com/videoplayer/embed/RE4U38p]

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