Improved the Correctness Score

Author: Sreekanth Iyer (Ushta Te Consultancy Services)

articles/hdinsight-aks/faq.md

@@ -103,7 +103,7 @@ This article addresses some common questions about Azure HDInsight on AKS.
 
 * What is state backend management and how it's done in HDInsight on AKS? 
 
-   Backends determine where state is stored. When checkpointing is activated, state is persisted upon checkpoints to guard against data loss and recover consistently. How the state is represented internally, and how and where it's persisted upon checkpoints depends on the chosen State Backend. For more information,see [Flink overview](./flink/flink-overview.md)
+   Backends determine where state is stored. When checkpointing is activated, state is persisted upon checkpoints to guard against data loss and recover consistently. How the state is represented internally, and how and where it's persisted upon checkpoints depends on the chosen State Backend. For more information, see [Flink overview](./flink/flink-overview.md)
 
 ### Apache Spark 
 

articles/hdinsight-aks/preview.md

@@ -18,7 +18,7 @@ This article describes the Azure HDInsight on AKS preview state, and provides di
 
 Your use of the Microsoft Azure HDInsight on AKS Cluster Pool or Microsoft Azure HDInsight on AKS Clusters preview experiences and features is governed by the preview online service terms and conditions of the agreement(s) under which you obtained the services and the [supplemental preview terms](https://go.microsoft.com/fwlink/?linkid=2240967).
 
-Previews are provided “as-is,” “with all faults,” and “as available,” and are excluded from the service level agreements and limited warranty. Customer support may not cover previews. We may change or discontinue Previews at any time without notice. We also may choose not to release a Preview into “General Availability”.
+Previews are provided **as-is**, **with all faults**, and **as available**, and are excluded from the service level agreements and limited warranty. Customer support may not cover previews. We may change or discontinue Previews at any time without notice. We also may choose not to release a Preview into **General Availability**.
 
 Previews may be subject to reduced or different security, compliance and privacy commitments, as further explained in the [Microsoft Privacy Statement](https://go.microsoft.com/fwlink/?LinkId=521839), [Microsoft Trust Center](https://go.microsoft.com/fwlink/?linkid=2179910), the [Product Terms](https://go.microsoft.com/fwlink/?linkid=2173816), the [Microsoft Products and Services Data Protection Addendum (“DPA”)](https://go.microsoft.com/fwlink/?linkid=2153219), and any extra notices provided with the Preview.