Merge pull request #53639 from GraemeMalcolm/main

v-regandowner · web-flow · commit 26abd37bc93b · 2026-02-26T14:11:32.000-05:00
Fixed notes and exercise times
diff --git a/learn-pr/paths/ai-concepts/index.yml b/learn-pr/paths/ai-concepts/index.yml
@@ -31,7 +31,6 @@ products:
 - azure-ai-foundry
 modules:
 - learn.wwl.get-started-ai-fundamentals
-- learn.wwl.fundamentals-machine-learning
 - learn.wwl.fundamentals-generative-ai
 - learn.wwl.introduction-language
 - learn.wwl.introduction-ai-speech
diff --git a/learn-pr/paths/copilot-foundations/index.yml b/learn-pr/paths/copilot-foundations/index.yml
@@ -26,10 +26,7 @@ subjects:
 - machine-learning
 - natural-language-processing
 modules:
-- learn.wwl.fundamentals-generative-ai
 - learn-bizapps.power-virtual-agent-bots
-- learn.wwl.prepare-azure-ai-development
-- learn.wwl.build-copilot-ai-studio
 trophy:
   uid: learn.wwl.copilot-foundations.trophy
 
diff --git a/learn-pr/paths/create-machine-learn-models/index.yml b/learn-pr/paths/create-machine-learn-models/index.yml
@@ -3,7 +3,7 @@ uid: learn.wwl.create-machine-learn-models
 metadata:
   title: Create machine learning models
   description: Machine learning is the foundation for predictive modeling and artificial intelligence. Learn some of the core principles of machine learning and how to use common tools and frameworks to train, evaluate, and use machine learning models.
-  ms.date: 10/14/2025
+  ms.date: 02/26/2026
   author: madiepev
   ms.author: madiepev
   ms.topic: learning-path
@@ -26,6 +26,7 @@ products:
 subjects:
 - machine-learning
 modules:
+- learn.wwl.fundamentals-machine-learning
 - learn.wwl.explore-analyze-data-with-python
 - learn.wwl.train-evaluate-regression-models
 - learn.wwl.train-evaluate-classification-models
diff --git a/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/2-generative-ai.md b/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/2-generative-ai.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=7284116f-533c-47f7-8d0f-7a3328df7ea8]
 
+> [!TIP]
+> [Try the Computing History app shown in this video for yourself](https://aka.ms/mslearn-ai-workloads?azure-portal=true).
+
 > [!NOTE]
 > See the **Text and images** tab for more details!
 
diff --git a/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/3-computer-vision.md b/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/3-computer-vision.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=6bddab82-350b-4420-a1f3-741b9741c7b1]
 
+> [!TIP]
+> [Try the Computing History app shown in this video for yourself](https://aka.ms/mslearn-ai-workloads?azure-portal=true).
+
 > [!NOTE]
 > See the **Text and images** tab for more details!
 
diff --git a/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/4-speech.md b/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/4-speech.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=dfce25be-30a1-4695-a805-45d139d1d133]
 
+> [!TIP]
+> [Try the Computing History app shown in this video for yourself](https://aka.ms/mslearn-ai-workloads?azure-portal=true).
+
 > [!NOTE]
 > See the **Text and images** tab for more details!
 
diff --git a/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/5-natural-language-processing.md b/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/5-natural-language-processing.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=b0aec446-97a1-4d66-a0ae-a67014e40937]
 
+> [!TIP]
+> [Try the Computing History app shown in this video for yourself](https://aka.ms/mslearn-ai-workloads?azure-portal=true).
+
 > [!NOTE]
 > See the **Text and images** tab for more details!
 
diff --git a/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/6-extract-insights.md b/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/6-extract-insights.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=2100ee4d-ebfc-45fe-8602-94ca9d29a580]
 
+> [!TIP]
+> [Try the Computing History app shown in this video for yourself](https://aka.ms/mslearn-ai-workloads?azure-portal=true).
+
 > [!NOTE]
 > See the **Text and images** tab for more details!
 
diff --git a/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/7-responsible-ai.md b/learn-pr/wwl-data-ai/get-started-ai-fundamentals/includes/7-responsible-ai.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=373e395b-a17e-4b40-ae2b-e1977ff6859f]
 
+> [!TIP]
+> [Try the Computing History app shown in this video for yourself](https://aka.ms/mslearn-ai-workloads?azure-portal=true).
+
 > [!NOTE]
 > See the **Text and images** tab for more details!
 
diff --git a/learn-pr/wwl-data-ai/get-started-information-extraction/4-exercise.yml b/learn-pr/wwl-data-ai/get-started-information-extraction/4-exercise.yml
@@ -8,7 +8,7 @@ metadata:
   ms.author: sheryang
   ms.date: 02/21/2026
   ms.topic: unit
-durationInMinutes: 30
+durationInMinutes: 25
 content: |
   [!include[](includes/4-exercise.md)]
 
diff --git a/learn-pr/wwl-data-ai/get-started-information-extraction/includes/2-documents.md b/learn-pr/wwl-data-ai/get-started-information-extraction/includes/2-documents.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=b86ec81a-5db0-4f23-922c-419ccac09425]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-information-extraction/includes/3-audio-video.md b/learn-pr/wwl-data-ai/get-started-information-extraction/includes/3-audio-video.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=eb2e36c3-d804-4879-b68a-10c55a6007ad]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-information-extraction/includes/6-summary.md b/learn-pr/wwl-data-ai/get-started-information-extraction/includes/6-summary.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=9f180e9b-56f8-481f-8b29-ca38e7a0a7fb]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-speech-azure/5-exercise.yml b/learn-pr/wwl-data-ai/get-started-speech-azure/5-exercise.yml
@@ -10,6 +10,6 @@ metadata:
   ms.topic: unit
   ms.custom:
   - N/A
-durationInMinutes: 30
+durationInMinutes: 25
 content: |
   [!include[](includes/5-exercise.md)]
diff --git a/learn-pr/wwl-data-ai/get-started-speech-azure/includes/2-speech-recognition.md b/learn-pr/wwl-data-ai/get-started-speech-azure/includes/2-speech-recognition.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=70c30087-2c80-45bd-a8e8-17f691bd1c95]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-speech-azure/includes/3-speech-synthesis.md b/learn-pr/wwl-data-ai/get-started-speech-azure/includes/3-speech-synthesis.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=1fe97e79-c06c-45d5-9c0c-4ceb60500470]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-speech-azure/includes/4-voice-live.md b/learn-pr/wwl-data-ai/get-started-speech-azure/includes/4-voice-live.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=ffb00c55-06ce-472b-b247-e7863f1f70f1]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-speech-azure/includes/7-summary.md b/learn-pr/wwl-data-ai/get-started-speech-azure/includes/7-summary.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=4b83b4fd-8956-4cbc-8c5f-6ccaa8869817]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-text-analysis-azure/includes/2-azure-language.md b/learn-pr/wwl-data-ai/get-started-text-analysis-azure/includes/2-azure-language.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=628555cd-1ff5-4da4-a32c-e77f65af9e4d]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-text-analysis-azure/includes/3-language-sdk.md b/learn-pr/wwl-data-ai/get-started-text-analysis-azure/includes/3-language-sdk.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=277ddb64-b658-4338-8e59-4d78b7ece007]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-text-analysis-azure/includes/4-language-mcp.md b/learn-pr/wwl-data-ai/get-started-text-analysis-azure/includes/4-language-mcp.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=4410150b-7175-46fe-8f60-db54fd5e5a03]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-text-analysis-azure/includes/7-summary.md b/learn-pr/wwl-data-ai/get-started-text-analysis-azure/includes/7-summary.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=9be6b4c9-84a8-495f-a961-5380bcc76d4e]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-vision-azure/includes/2-vision-enabled-models.md b/learn-pr/wwl-data-ai/get-started-vision-azure/includes/2-vision-enabled-models.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=5bfdd223-9358-439d-8814-56a006aafa76]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-vision-azure/includes/3-image-generation.md b/learn-pr/wwl-data-ai/get-started-vision-azure/includes/3-image-generation.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=cfaaf76b-d48b-4555-99c9-387854f53c09]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-vision-azure/includes/4-video-generation.md b/learn-pr/wwl-data-ai/get-started-vision-azure/includes/4-video-generation.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=b7427abf-4c1d-4b95-b0b0-fe0cbf1584c2]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-vision-azure/includes/7-summary.md b/learn-pr/wwl-data-ai/get-started-vision-azure/includes/7-summary.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=d1fc0555-8663-4c55-afde-d8baef636701]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/6-exercise.yml b/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/6-exercise.yml
@@ -8,6 +8,6 @@ metadata:
   author: graememalcolm
   ms.author: gmalc
   ms.topic: unit
-durationInMinutes: 35
+durationInMinutes: 30
 content: |
   [!include[](includes/6-exercise.md)]
diff --git a/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/2-what-is-azure.md b/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/2-what-is-azure.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=e7684170-b332-4cfd-bc95-f908653b39c4]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/3-develop-ai-apps.md b/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/3-develop-ai-apps.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=d4915d82-e141-4ff6-9d4a-2dcde745629a]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/4-microsoft-foundry.md b/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/4-microsoft-foundry.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=0837e22d-9cd5-4f96-a06a-1269b470a8e4]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/5-endpoints.md b/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/5-endpoints.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=644a92d5-fcaa-42b7-97aa-3b1a33139b61]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/8-summary.md b/learn-pr/wwl-data-ai/get-started-with-ai-in-azure/includes/8-summary.md
@@ -2,6 +2,9 @@
 
 >[!VIDEO https://learn-video.azurefd.net/vod/player?id=d8cf6744-d7a2-4c18-af43-28e231b6e7d4]
 
+> [!NOTE]
+> See the **Text and images** tab for more details!
+
 ::: zone-end
 
 ::: zone pivot="text"
diff --git a/learn-pr/wwl-data-ai/get-started-with-generative-ai-and-agents/6-exercise.yml b/learn-pr/wwl-data-ai/get-started-with-generative-ai-and-agents/6-exercise.yml
@@ -8,6 +8,6 @@ metadata:
   ms.author: gmalc
   ms.date: 01/28/2026
   ms.topic: unit
-durationInMinutes: 45
+durationInMinutes: 35
 content: |
   [!include[](includes/6-exercise.md)]
