next steps

Author: aahill

articles/cognitive-services/text-analytics/how-tos/text-analytics-how-to-entity-linking.md

@@ -76,7 +76,7 @@ NER
 
 #### [Version 3.1-preview.1](#tab/version-3-preview)
 
-Named Entity Recognition `v3.1-preivew.1` uses separate endpoints for NER and entity linking requests. Use a URL format below based on your request:
+Named Entity Recognition `v3.1-preview.1` uses separate endpoints for NER and entity linking requests. Use a URL format below based on your request:
 
 Entity linking
 * `https://<your-custom-subdomain>.cognitiveservices.azure.com/text/analytics/v3.1-preview.1/entities/linking`

articles/cognitive-services/text-analytics/how-tos/text-analytics-how-to-keyword-extraction.md

@@ -160,5 +160,6 @@ In this article, you learned concepts and workflow for key phrase extraction by
 
 ## Next steps
 
-> [!div class="nextstepaction"]
-> [Text Analytics API](https://westus2.dev.cognitive.microsoft.com/docs/services/TextAnalytics-V3-0/)
+* [Text Analytics overview](../overview.md)
+* [Using the Text Analytics client library](../quickstarts/text-analytics-sdk.md)
+* [What's new](../whats-new.md)

articles/cognitive-services/text-analytics/how-tos/text-analytics-how-to-language-detection.md

@@ -265,11 +265,6 @@ In this article, you learned concepts and workflow for language detection by usi
 
 ## See also
 
- [Text Analytics overview](../overview.md)
- [Frequently asked questions (FAQ)](../text-analytics-resource-faq.md)</br>
- [Text Analytics product page](//go.microsoft.com/fwlink/?LinkID=759712)
-
-## Next steps
-
-> [!div class="nextstepaction"]
-> [Analyze sentiment](text-analytics-how-to-sentiment-analysis.md)
+* [Text Analytics overview](../overview.md)
+* [Using the Text Analytics client library](../quickstarts/text-analytics-sdk.md)
+* [What's new](../whats-new.md)