minor changes

Author: aahill

articles/cognitive-services/text-analytics/concepts/data-limits.md

@@ -32,7 +32,7 @@ Use this article to find the limits for the size, and rates that you can send da
 
 The maximum number of documents you can send in a single request will depend on the API version and feature you're using.
 
-#### [Version 3.0-preview](#tab/version-3)
+#### [Version 3](#tab/version-3)
 
 > [!NOTE]
 > If your v3 API request exceeds these limits, but is within the v2 limits, a warning will be returned in the API response. Starting 7/15/2020, a 400 error code will be returned instead. 

articles/cognitive-services/text-analytics/quickstarts/text-analytics-sdk.md

@@ -27,7 +27,7 @@ Use the Text Analytics client library to perform:
 ::: zone pivot="programming-language-csharp"
 
 > [!IMPORTANT]
-> * Currently, the v3 Text Analytics client library is in preview. The latest stable version is `2.1`.
+> * The latest stable version the Text Analytics client library is `3.0`.
 >    * Be sure to only follow the instructions for the version you are using.
 > * The code in this article uses synchronous methods and un-secured credentials storage for simplicity reasons. For production scenarios, we recommend using the batched asynchronous methods for performance and scalability. See the reference documentation below.
 
@@ -37,18 +37,14 @@ Use the Text Analytics client library to perform:
 
 ::: zone pivot="programming-language-java"
 
-> [!IMPORTANT]
-> * This quickstart is only for version `3.0-preview` of the Text Analytics client library, which includes a public preview for improved [Sentiment Analysis](../how-tos/text-analytics-how-to-sentiment-analysis.md#sentiment-analysis-versions-and-features) and [Named Entity Recognition (NER)](../how-tos/text-analytics-how-to-entity-linking.md#named-entity-recognition-versions-and-features).
-> * The code in this article uses synchronous methods and un-secured credentials storage for simplicity reasons. For production scenarios, we recommend using the batched asynchronous methods for performance and scalability. See the reference documentation below.
-
 [!INCLUDE [Java quickstart](../includes/quickstarts/java-sdk.md)]
 
 ::: zone-end
 
 ::: zone pivot="programming-language-javascript"
 
 > [!IMPORTANT]
-> * Currently, the v3 Text Analytics client library is in preview. The latest stable version is `2.1`.
+> * The latest stable version the Text Analytics client library is `3.0`.
 >    * Be sure to only follow the instructions for the version you are using.
 > * The code in this article uses synchronous methods and un-secured credentials storage for simplicity reasons. For production scenarios, we recommend using the batched asynchronous methods for performance and scalability. See the reference documentation below.
 > * You can also run this version of the Text Analytics client library [in your browser](https://github.com/Azure/azure-sdk-for-js/blob/master/documentation/Bundling.md).
@@ -60,7 +56,7 @@ Use the Text Analytics client library to perform:
 ::: zone pivot="programming-language-python"
 
 > [!IMPORTANT]
-> * Currently, the v3 Text Analytics client library is in preview. The latest stable version is `2.1`.
+> * The latest stable version the Text Analytics client library is `3.0`.
 >    * Be sure to only follow the instructions for the version you are using.
 > * The code in this article uses synchronous methods and un-secured credentials storage for simplicity reasons. For production scenarios, we recommend using the batched asynchronous methods for performance and scalability. See the reference documentation below. 
 

articles/cognitive-services/text-analytics/whats-new.md

@@ -23,7 +23,7 @@ The Text Analytics API is updated on an ongoing basis. To stay up-to-date with r
 Text Analysis API v3 is now generally available with the following updates:
 
 * Model version `2020-04-01`
-* New [data limits](concepts/data-limits?tabs=version-3) for each feature
+* New [data limits](concepts/data-limits.md) for each feature
 * Updated [language support](language-support.md) for [Sentiment Analysis (SA) v3](how-tos/text-analytics-how-to-sentiment-analysis.md)
 * Separate endpoint for Entity Linking 
 * New "Address" entity category in [Named Entity Recognition (NER) v3](how-tos/text-analytics-how-to-entity-linking.md).