Merge pull request #218950 from KennedyDMSFT/US1975582-2

Article retirement - steps 2, 3, and 4

Author: 19BMG00

articles/iot-hub/.openpublishing.redirection.iot-hub.json

@@ -1107,6 +1107,11 @@
       "source_path_from_root": "/articles/iot-hub/iot-hub-visual-studio-cloud-device-messaging.md",
       "redirect_url": "/azure/iot-hub/iot-hub-vscode-iot-toolkit-cloud-device-messaging",
       "redirect_document_id": false
+    },
+    {
+      "source_path_from_root": "/articles/iot-hub/iot-hub-weather-forecast-machine-learning.md",
+      "redirect_url": "/azure/iot-hub/iot-concepts-and-iot-hub",
+      "redirect_document_id": false
     }
   ]
 }

articles/iot-hub/TOC.yml

@@ -533,9 +533,6 @@
         - name: Data Visualization in a web app
           displayName: real-time sensor data, Node.js,  Azure Cloud Shell, consumer group, App Service, Web Sockets protocol, Azure App Service
           href: iot-hub-live-data-visualization-in-web-apps.md
-        - name: Weather forecast using Azure Machine Learning
-          displayName: sensor data, Machine Learning Studio, ML Studio, data science, weather prediction model, Azure AI Gallery, R-script module, temperature and humidity data, predictive web service, Stream Analytics job, Azure Storage Explorer
-          href: iot-hub-weather-forecast-machine-learning.md
         - name: Device management with Azure IoT Tools for VS Code
           displayName: device twins, Azure Az PowerShell module, direct methods, cloud-to-device messages
           href: iot-hub-device-management-iot-toolkit.md

articles/iot-hub/iot-concepts-and-iot-hub.md

@@ -27,7 +27,7 @@ You can integrate IoT Hub with other Azure services to build complete, end-to-en
 
 - [Azure Logic Apps](../logic-apps/index.yml) to automate business processes.
 
-- [Azure Machine Learning](iot-hub-weather-forecast-machine-learning.md) to add machine learning and AI models to your solution.
+- [Azure Machine Learning](../machine-learning/index.yml) to add machine learning and AI models to your solution.
 
 - [Azure Stream Analytics](../stream-analytics/index.yml) to run real-time analytic computations on the data streaming from your devices.
 

articles/iot-hub/iot-hub-weather-forecast-machine-learning.md

@@ -22,7 +22,6 @@ Use other Azure services and tools. When you have connected your device to IoT H
 | [Save IoT Hub messages to Azure storage](../articles/iot-hub/tutorial-routing.md#route-to-a-storage-account)  | Azure table storage                |
 | [Visualize sensor data](../articles/iot-hub/iot-hub-live-data-visualization-in-power-bi.md)                      | Microsoft Power BI                 |
 | [Visualize sensor data](../articles/iot-hub/iot-hub-live-data-visualization-in-web-apps.md)                      | Azure Web Apps                     |
-| [Forecast weather with sensor data](../articles/iot-hub/iot-hub-weather-forecast-machine-learning.md)      | Azure Machine Learning             |
 | [Automatic anomaly detection and reaction](../articles/iot-hub/iot-hub-monitoring-notifications-with-azure-logic-apps.md) | Azure Logic Apps                   |
 
 ## Next steps

includes/iot-hub-get-started-extended.md

@@ -22,6 +22,4 @@ To continue to get started with Azure IoT Hub and to explore all extended IoT sc
 
 - [Use a web app to visualize real-time sensor data from your IoT hub](../articles/iot-hub/iot-hub-live-data-visualization-in-web-apps.md)
 
-- [Forecast weather by using the sensor data from your IoT hub in Azure Machine Learning](../articles/iot-hub/iot-hub-weather-forecast-machine-learning.md)
-
 - [Use ​​Logic ​​Apps for remote monitoring and notifications](../articles/iot-hub/iot-hub-monitoring-notifications-with-azure-logic-apps.md)