Merge pull request #109914 from j-martens/master

cleaning up redirects for azure ml

Author: GitHubber17

.openpublishing.redirection.json

@@ -2922,7 +2922,7 @@
     },
     {
       "source_path": "articles/machine-learning/service/overview-more-machine-learning.md",
-      "redirect_url": "/azure/architecture/data-guide/technology-choices/data-science-and-machine-learning",
+      "redirect_url": "https://docs.microsoft.com/azure/architecture/data-guide/technology-choices/data-science-and-machine-learning",
       "redirect_document_id": false
     },
     {
@@ -3002,7 +3002,7 @@
     },
     {
       "source_path": "articles/machine-learning/service/support-for-aml-services.md",
-      "redirect_url": "https://aka.ms/aml-forum-service",
+      "redirect_url": "https://social.msdn.microsoft.com/Forums/home?forum=AzureMachineLearningService",
       "redirect_document_id": false
     },
     {
@@ -3092,17 +3092,17 @@
     },
     {
       "source_path": "articles/machine-learning/studio/live-chat.md",
-      "redirect_url": "https://social.msdn.microsoft.com/Forums/en-US/home?forum=MachineLearning",
+      "redirect_url": "https://social.msdn.microsoft.com/Forums/home?forum=MachineLearning",
       "redirect_document_id": false
     },
     {
       "source_path": "articles/machine-learning/studio/datamarket-deprecation.md",
-      "redirect_url": "https://microsoft.com/cognitive",
+      "redirect_url": "https://azure.microsoft.com/services/cognitive-services/",
       "redirect_document_id": false
     },
     {
       "source_path": "articles/machine-learning/r-developers-guide.md",
-      "redirect_url": "/azure/architecture/data-guide/technology-choices/r-developers-guide",
+      "redirect_url": "https://docs.microsoft.com/azure/architecture/data-guide/technology-choices/r-developers-guide",
       "redirect_document_id": false
     },
     {
@@ -15181,7 +15181,7 @@
     },
     {
       "source_path": "articles/machine-learning/service/how-to-create-portal-experiments.md",
-      "redirect_url": "/azure/machine-learning/how-to-create-portal-experiments",
+      "redirect_url": "/azure/machine-learning/tutorial-first-experiment-automated-ml",
       "redirect_document_id": false
     },
     {