video link revs

Author: HeidiSteen

articles/search/index-add-scoring-profiles.md

@@ -16,7 +16,7 @@ ms.date: 05/06/2020
 
  Azure Cognitive Search uses default scoring to compute an initial score, but you can customize the calculation through a *scoring profile*. Scoring profiles give you greater control over the ranking of items in search results. For example, you might want to boost items based on their revenue potential, promote newer items, or perhaps boost items that have been in inventory too long.  
 
- The following video segment explains scoring profiles in Azure Cognitive Search.
+ The following video segment fast-forwards to how scoring profiles work in Azure Cognitive Search.
 
 > [!VIDEO https://www.youtube.com/embed/Y_X6USgvB1g?version=3&start=462&end=970]
 

articles/search/index-similarity-and-scoring.md

@@ -54,7 +54,7 @@ Azure Cognitive Search supports two different similarity ranking algorithms: A *
 
 For now, you can specify which similarity ranking algorithm you would like to use. For more information, see [Ranking algorithm](index-ranking-similarity.md).
 
-The following video segment starts on an explanation of the ranking algorithms used in Azure Cognitive Search. You can watch the full video for more background.
+The following video segment fast-forwards to an explanation of the ranking algorithms used in Azure Cognitive Search. You can watch the full video for more background.
 
 > [!VIDEO https://www.youtube.com/embed/Y_X6USgvB1g?version=3&start=322&end=643]
 

articles/search/index.yml

@@ -31,8 +31,8 @@ landingContent:
             url: search-indexer-overview.md
       - linkListType: video
         links:
-          - text: What is Cognitive Search (1 min 27 sec)
-            url: https://channel9.msdn.com/Events/Connect/2016/138/player
+          - text: What is Cognitive Search
+            url: https://youtu.be/M4Rf1s0WcWQ?t=19
 
   # Card
   - title: Index Azure data

articles/search/search-analyzers.md

@@ -15,7 +15,7 @@ ms.date: 12/10/2019
 
 An *analyzer* is a component of the [full text search engine](search-lucene-query-architecture.md) responsible for processing text in query strings and indexed documents. Different analyzers manipulate text in different ways depending on the scenario. Language analyzers process text using linguistic rules in order to improve search quality, while other analyzers perform more basic tasks like converting characters to lower case, for example. 
 
-The following video segment explains text processing in Azure Cognitive Search.
+The following video segment fast-forwards to an explanation of how text processing works in Azure Cognitive Search.
 
 > [!VIDEO https://www.youtube.com/embed/Y_X6USgvB1g?version=3&start=132&end=189]
 

articles/search/search-what-is-azure-search.md

@@ -151,4 +151,4 @@ Search engines are the common drivers of information retrieval in mobile apps, o
 
 In this 15-minute video, program manager Luis Cabrera introduces Azure Cognitive Search. 
 
->[!VIDEO https://channel9.msdn.com/Events/Connect/2016/138/player]
+>[!VIDEO https://www.youtube.com/embed/kOJU0YZodVk?version=3]