updates

Author: v-albemi

articles/ai-services/luis/luis-concept-data-alteration.md

@@ -36,9 +36,9 @@ The endpoint requires two params for spelling corrections to work:
 |Param|Value|
 |--|--|
 |`spellCheck`|boolean|
-|`bing-spell-check-subscription-key`|[Bing Spell Check API V7](https://azure.microsoft.com/services/cognitive-services/spell-check/) endpoint key|
+|`bing-spell-check-subscription-key`|[Bing Spell Check API V7](/previous-versions/bing/search-apis/bing-spell-check/reference/endpoints) endpoint key|
 
-When [Bing Spell Check API V7](https://azure.microsoft.com/services/cognitive-services/spell-check/) detects an error, the original utterance, and the corrected utterance are returned along with predictions from the endpoint.
+When [Bing Spell Check API V7](/previous-versions/bing/search-apis/bing-spell-check/reference/endpoints) detects an error, the original utterance, and the corrected utterance are returned along with predictions from the endpoint.
 
 #### [V2 prediction endpoint response](#tab/V2)
 

articles/ai-services/translator/custom-translator/faq.md

@@ -46,7 +46,7 @@ If the number of extracted sentences doesn't match the two files with the same b
 
 ## I tried uploading my Translation Memory Exchange (TMX) file, but it says "document processing failed"
 
-Ensure that the TMX conforms to the [TMX 1.4b Specification](https://www.gala-global.org/tmx-14b).
+Ensure that the TMX conforms to the [TMX 1.4b Specification](https://www.ttt.org/oscarStandards/tmx/tmx14b.html).
 
 ## Next steps
 

articles/machine-learning/component-reference/apply-sql-transformation.md

@@ -73,7 +73,7 @@ Although SQLite supports much of the ANSI SQL standard, it does not include many
 - You can create a VIEW within SQLite, but thereafter views are read-only. You cannot execute a `DELETE`, `INSERT`, or `UPDATE` statement on a view. However, you can create a trigger that fires on an attempt to `DELETE`, `INSERT`, or `UPDATE` on a view and perform other operations in the body of the trigger.  
 
 
-In addition to the list of non-supported functions provided on the official SQLite site, the following wiki provides a list of other unsupported features: [SQLite - Unsupported SQL](http://www2.sqlite.org/cvstrac/wiki?p=UnsupportedSql)  
+In addition to the list of non-supported functions provided on the official SQLite site, the following wiki provides a list of other unsupported features: [SQLite - Unsupported SQL](https://www.sqlite.org/omitted.html)  
 
 ## Next steps
 

articles/machine-learning/how-to-responsible-ai-image-dashboard.md

@@ -319,4 +319,4 @@ To learn more about the four explainability methods, see [Generate explanations
 - Learn more about the [concepts and techniques behind the Responsible AI dashboard](concept-responsible-ai-dashboard.md).
 - View sample [YAML and Python notebooks](https://github.com/Azure/azureml-examples/tree/main/sdk/python/responsible-ai) to generate a Responsible AI dashboard with YAML or Python.
 - Learn more about how you can use the Responsible AI image dashboard to debug image data and models and inform better decision-making in this [tech community blog post](https://aka.ms/rai-object-detection-blog).
-- Learn about how the Responsible AI dashboard was used by Clearsight in a [real-life customer story](https://customers.microsoft.com/story/1548724923828850434-constellation-clearsight-energy-azure-machine-learning).
+

articles/machine-learning/how-to-responsible-ai-vision-insights.md

@@ -215,4 +215,4 @@ Once the AutoML pipeline completes and the Responsible AI vision dashboard is ge
 - Learn more about the [concepts and techniques behind the Responsible AI dashboard](concept-responsible-ai-dashboard.md).
 - View sample [YAML and Python notebooks](https://github.com/Azure/azureml-examples/tree/main/sdk/python/responsible-ai).
 - Learn more about how you can use the Responsible AI image dashboard to debug image data and models and inform better decision-making in this [tech community blog post](https://aka.ms/rai-object-detection-blog).
-- Learn about how the Responsible AI dashboard was used by Clearsight in a [real-life customer story](https://customers.microsoft.com/story/1548724923828850434-constellation-clearsight-energy-azure-machine-learning).
+