Merge pull request #49175 from wwlpublish/6f7d73a5190e9c927c45ebacee39e16e6f44cfed4376c6c4dcaefb9342ebe5ee-live

 Modules/M03-understand-data-roles-services-products

Author: v-ccolin

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

@@ -6,12 +6,12 @@ metadata:
   prefetch-feature-rollout: true
   title: Introduction
   description: "Introduction"
-  ms.date: 09/30/2024
+  ms.date: 02/14/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
   ms.custom:
   - N/A
 durationInMinutes: 2
 content: |
-  [!include[](includes/1-introduction.md)]
+  [!include[](includes/1-introduction.md)]

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

@@ -6,12 +6,12 @@ metadata:
   prefetch-feature-rollout: true
   title: Describe data product categories
   description: "Describe data product categories"
-  ms.date: 09/30/2024
+  ms.date: 02/14/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
   ms.custom:
   - N/A
 durationInMinutes: 3
 content: |
-  [!include[](includes/2-describe-data-product-categories.md)]
+  [!include[](includes/2-describe-data-product-categories.md)]

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

@@ -6,12 +6,12 @@ metadata:
   prefetch-feature-rollout: true
   title: Describe Azure data services
   description: "Describe Azure data services"
-  ms.date: 09/30/2024
+  ms.date: 02/14/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
   ms.custom:
   - N/A
 durationInMinutes: 5
 content: |
-  [!include[](includes/3-azure-data-services.md)]
+  [!include[](includes/3-azure-data-services.md)]

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

@@ -6,12 +6,12 @@ metadata:
   prefetch-feature-rollout: true
   title: Describe data professional roles
   description: "Describe data professional roles"
-  ms.date: 09/30/2024
+  ms.date: 02/14/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
   ms.custom:
   - N/A
 durationInMinutes: 6
 content: |
-  [!include[](includes/4-data-professionals.md)]
+  [!include[](includes/4-data-professionals.md)]

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

@@ -6,7 +6,7 @@ metadata:
   prefetch-feature-rollout: true
   title: Knowledge check
   description: "Knowledge check"
-  ms.date: 09/30/2024
+  ms.date: 02/14/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
@@ -50,4 +50,4 @@ quiz:
       explanation: "That's incorrect. A database administrator ensures the database servers are online and accessible."
     - content: "Data analyst"
       isCorrect: true
-      explanation: "That's correct. A data analyst works with super users to determine requirements, and then creates the reporting solution."
+      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

@@ -6,12 +6,12 @@ metadata:
   prefetch-feature-rollout: true
   title: Summary
   description: "Summary"
-  ms.date: 09/30/2024
+  ms.date: 02/14/2025
   author: wwlpublish
   ms.author: rcaper
   ms.topic: unit
   ms.custom:
   - N/A
 durationInMinutes: 2
 content: |
-  [!include[](includes/6-summary.md)]
+  [!include[](includes/6-summary.md)]

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

@@ -1,6 +1,6 @@
 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.
 
-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.
+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. 
 
 ## Learning objectives
 

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

@@ -12,4 +12,4 @@ Analytical solutions integrate the data from these systems into a single source
 
 In this video, you'll see how data from different areas within an organization can be processed into a central reporting data store:
 
-> [!VIDEO https://learn-video.azurefd.net/vod/player?id=c7aab29e-cb7e-43fe-9f42-f0f45a4e639a]
+> [!VIDEO https://www.microsoft.com/videoplayer/embed/RE4U38o]

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

@@ -13,4 +13,4 @@ These are a handful of the cloud services that Microsoft offers. They can be com
 
 In this video, you'll see how the above services seamlessly combine to create a data warehouse for reporting:
 
-> [!VIDEO https://learn-video.azurefd.net/vod/player?id=4be1575e-6ddd-46fe-a620-2ea29848ed5e]
+> [!VIDEO https://www.microsoft.com/videoplayer/embed/RE4U38p]

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

@@ -1,2 +1,2 @@
 
-Choose the best response for each of the questions below. 
+Choose the best response for each of the questions below.