diff --git a/data_policy.md b/data_policy.md
index 54f780a..12c18fb 100644
--- a/data_policy.md
+++ b/data_policy.md
@@ -1,8 +1,8 @@
 ---
 
 copyright:
-  years: 2022, 2024
-lastupdated: "2024-10-10"
+  years: 2022, 2025
+lastupdated: "2025-02-28"
 
 keywords: lakehouse, access, data, policy, watsonx data
 
@@ -45,6 +45,7 @@ To maintain data security, you can create access policies for the following at t
 1. From the navigation menu, select **Access control**.
 1. Select **Policies** from the **Access control** page, click **Add policy**. The **Create access control policy** page opens.
 1. In the **Details** page, enter the following details and click **Next**:
+
    | Field | Description |
    | --- | --- |
    | Policy name | Enter a name. |
diff --git a/hms_credentials.md b/hms_credentials.md
index cf8e118..5c3dd6f 100644
--- a/hms_credentials.md
+++ b/hms_credentials.md
@@ -1,8 +1,8 @@
 ---
 
 copyright:
-  years: 2022, 2024
-lastupdated: "2024-12-11"
+  years: 2022, 2025
+lastupdated: "2025-02-28"
 
 keywords: watsonx.data, spark, analytics, configuring
 subcollection: watsonxdata
@@ -29,6 +29,7 @@ MDS username is by default **ibmlhapikey**.
 
    Permission required for {{site.data.keyword.lakehouse_short}} are `MetastoreAdmin` in **Service access** and appropriate roles in **Platform access**.
    {: note}
+
 1. Generate an API key. for more information, see:
 
    - [Creating an API key for users or user groups](https://cloud.ibm.com/docs/account?topic=account-userapikey&interface=ui#create_user_key)
diff --git a/ikc_integration.md b/ikc_integration.md
index 9f48969..a7c3fb1 100644
--- a/ikc_integration.md
+++ b/ikc_integration.md
@@ -1,8 +1,8 @@
 ---
 
 copyright:
-  years: 2022, 2024
-lastupdated: "2025-02-26"
+  years: 2022, 2025
+lastupdated: "2025-02-28"
 
 keywords: watsonx.data, ikc, configuring, knowledgecatalog
 subcollection: watsonxdata
@@ -73,6 +73,7 @@ Both {{site.data.keyword.lakehouse_short}} and IKC must be present in the {{site
 1. Go to **Add to catalog** > **Connection**.
 1. On the **New connection** page, search and select {{site.data.keyword.lakehouse_full}}.
 1. Enter the following details:
+
    | Field | Description |
    |-------|-------------|
    | Name | Enter the name of the connection. |
@@ -107,6 +108,7 @@ Both {{site.data.keyword.lakehouse_short}} and IKC must be present in the {{site
 1. Select the catalog to open the catalog details page.
 1. Go to the **Integrations** tab and click **Integrate service**.
 1. Enter the following details:
+
    | Field | Description |
    |-------|-------------|
    | Service | Select **IBM Knowledge Catalog**. |
diff --git a/release.md b/release.md
index 5cda4aa..37c1a51 100644
--- a/release.md
+++ b/release.md
@@ -2,7 +2,7 @@
 
 copyright:
   years: 2023, 2024
-lastupdated: "2025-02-26"
+lastupdated: "2025-02-28"
 
 keywords: watsonxdata, release notes
 
@@ -23,8 +23,8 @@ Use these release notes to learn about the latest updates to {{site.data.keyword
 
 
 
-## 26 February 2025 - Version 2.1.1
-{: #lakehouse_27feb211}
+## 28 February 2025 - Version 2.1.1
+{: #lakehouse_28feb211}
 {: release-note}
 
 
diff --git a/shell_script.md b/shell_script.md
index 8fc25bd..48cc026 100644
--- a/shell_script.md
+++ b/shell_script.md
@@ -1,8 +1,8 @@
 ---
 
 copyright:
-  years: 2022, 2024
-lastupdated: "2025-02-17"
+  years: 2022, 2025
+lastupdated: "2025-02-28"
 
 keywords: watsonxdata, qhmm
 
@@ -71,7 +71,10 @@ This script allows users to bundle diagnostic data files from their QHMM diagnos
 
 Example command:
 
-` ./qhmm_usr_export.sh -e <ENDPOINT> -r <REGION> -b <BUCKET_NAME> -a <ACCESS_KEY> -s <SECRET_KEY> -i <WXD_INSTANCE_ID> -t <ENGINE_TYPE> -d <ENGINE_ID> -p <DOWNLOAD_DIR> -x <START_DATE> -y <END_DATE>`
+```bash
+./qhmm_usr_export.sh -e <ENDPOINT> -r <REGION> -b <BUCKET_NAME> -a <ACCESS_KEY> -s <SECRET_KEY> -i <WXD_INSTANCE_ID> -t <ENGINE_TYPE> -d <ENGINE_ID> -p <DOWNLOAD_DIR> -x <START_DATE> -y <END_DATE>
+```
+{: codeblock}
 
 ## qhmm_import_sre.sh
 {: #script02}
@@ -99,7 +102,10 @@ This script is intended for the support team to retrieve diagnostic data from an
 
 Example command:
 
-` ./qhmm_import_sre.sh -e <ENDPOINT> -r <REGION> -b <BUCKET_NAME> -a <ACCESS_KEY> -s <SECRET_KEY> -i <WXD_INSTANCE_ID> -t <ENGINE_TYPE> -d <ENGINE_ID> -p <COMPRESSED_FILE>`
+```bash
+./qhmm_import_sre.sh -e <ENDPOINT> -r <REGION> -b <BUCKET_NAME> -a <ACCESS_KEY> -s <SECRET_KEY> -i <WXD_INSTANCE_ID> -t <ENGINE_TYPE> -d <ENGINE_ID> -p <COMPRESSED_FILE>
+```
+{: codeblock}
 
 
 ## Managing diagnostic data by manual method
diff --git a/sync_logs.md b/sync_logs.md
index 51f0b7b..e71b92f 100644
--- a/sync_logs.md
+++ b/sync_logs.md
@@ -1,7 +1,7 @@
 ---
 
 copyright:
-  years: 2022, 2024
+  years: 2022, 2025
 lastupdated: "2025-02-28"
 
 keywords: lakehouse, database, tags, description, watsonx.data
@@ -75,5 +75,6 @@ To register external Hudi and Delta Lake data into watsonx.data, complete the fo
 5. Enter the catalog name.
 6. Click **Create** to create the storage.
 7. You can register and load table using [Register table](https://cloud.ibm.com/apidocs/watsonxdata-software#register-table) and [load table metadata](https://cloud.ibm.com/apidocs/watsonxdata-software#load-table) APIs.
+
    To register the tables, you must provide the exact location of the metatdata folder. The schema is inferred based on the path in the location url.
    {: #note}