diff --git a/0_Azure/0_AzureFundamentals/README.md b/0_Azure/0_AzureFundamentals/README.md
index 32b155529..1da02542d 100644
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@@ -58,7 +58,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/1_AzureData/0_DataStorage/0_azure_blob_to_snowflake_connection.md b/0_Azure/1_AzureData/0_DataStorage/0_azure_blob_to_snowflake_connection.md
index 0df166ac9..62f0db225 100644
--- a/0_Azure/1_AzureData/0_DataStorage/0_azure_blob_to_snowflake_connection.md
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diff --git a/0_Azure/1_AzureData/0_DataStorage/1_mvSharePoint_toAzStorage.md b/0_Azure/1_AzureData/0_DataStorage/1_mvSharePoint_toAzStorage.md
index fce2d69cc..db8fb4cd3 100644
--- a/0_Azure/1_AzureData/0_DataStorage/1_mvSharePoint_toAzStorage.md
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@@ -120,7 +120,7 @@ Testing and Automation:
 
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diff --git a/0_Azure/1_AzureData/0_DataStorage/README.md b/0_Azure/1_AzureData/0_DataStorage/README.md
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@@ -50,7 +50,7 @@ graph TB
 
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diff --git a/0_Azure/1_AzureData/1_Databases/README.md b/0_Azure/1_AzureData/1_Databases/README.md
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@@ -69,7 +69,7 @@ graph LR
 
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/0_mongodb-paas-to-azure-migration-guide.md b/0_Azure/1_AzureData/1_Databases/demos/0_mongodb-paas-to-azure-migration-guide.md
index e40e7ddba..d0e5c1187 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/0_mongodb-paas-to-azure-migration-guide.md
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@@ -130,7 +130,7 @@ For a more streamlined process, consider using Azure Database Migration Service
 
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/10_SQLonPremMigrationOptionsSharepoint.md b/0_Azure/1_AzureData/1_Databases/demos/10_SQLonPremMigrationOptionsSharepoint.md
index 99cfb7dbc..93c5086d4 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/10_SQLonPremMigrationOptionsSharepoint.md
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@@ -257,7 +257,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/1_azureCosmosDBPartitionMerge.md b/0_Azure/1_AzureData/1_Databases/demos/1_azureCosmosDBPartitionMerge.md
index 00ae3d42d..314166720 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/1_azureCosmosDBPartitionMerge.md
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@@ -227,7 +227,7 @@ Workaround - Create a New Account with Periodic Backups:
 
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/2_SQLMgmTools.md b/0_Azure/1_AzureData/1_Databases/demos/2_SQLMgmTools.md
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--- a/0_Azure/1_AzureData/1_Databases/demos/2_SQLMgmTools.md
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md b/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md
index c6a3a0a8d..857ce09ba 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/4_Arc-SQL_Copilot.md b/0_Azure/1_AzureData/1_Databases/demos/4_Arc-SQL_Copilot.md
index 94bc6bbe5..73f3c75b3 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/4_Arc-SQL_Copilot.md
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md b/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md
index 937b6e135..85ac6eede 100644
--- a/0_Azure/1_AzureData/1_Databases/demos/5_ArcSQLHowtoSetup.md
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/6_SQLdbOverview.md b/0_Azure/1_AzureData/1_Databases/demos/6_SQLdbOverview.md
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/7_SQLdbComputeStorageTiers.md b/0_Azure/1_AzureData/1_Databases/demos/7_SQLdbComputeStorageTiers.md
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--- a/0_Azure/1_AzureData/1_Databases/demos/7_SQLdbComputeStorageTiers.md
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diff --git a/0_Azure/1_AzureData/1_Databases/demos/9_MySQL_BU_DR.md b/0_Azure/1_AzureData/1_Databases/demos/9_MySQL_BU_DR.md
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--- a/0_Azure/1_AzureData/1_Databases/demos/9_MySQL_BU_DR.md
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@@ -177,7 +177,7 @@ https://github.com/user-attachments/assets/1c6efd8a-987a-46ac-a81d-6d4ae74b07fd
 
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diff --git a/0_Azure/1_AzureData/README.md b/0_Azure/1_AzureData/README.md
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@@ -52,7 +52,7 @@ Comparative analysis of various types of DataFrames. Each type of DataFrame has
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/README.md
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--- a/0_Azure/2_AzureAnalytics/0_Fabric/README.md
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@@ -51,7 +51,7 @@ Microsoft Fabric is an end-to-end analytics and data platform designed for enter
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/0_HDIPlatform.md b/0_Azure/2_AzureAnalytics/0_Fabric/_Connections/0_HDIPlatform.md
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@@ -83,7 +83,7 @@ There are a few methods to connect on-premises data to Microsoft Fabric:
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/README.md
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md
index b41a66508..607e76a40 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/11_PBi_IncreRefresh.md
@@ -178,7 +178,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md
index 338058fde..ebf9d9a88 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/12_FabricReservation.md
@@ -175,7 +175,7 @@ Overall process:
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/README.md
index e2381979e..4c0a83c56 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/13_FabricAI_LLMs/README.md
@@ -440,7 +440,7 @@ Make sure to replace `"your_openai_api_key"`, `"https://your_openai_api_base/"`,
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/0_PBi-wsApp.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/0_PBi-wsApp.md
index 511d0fae3..7799c8ef1 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/0_PBi-wsApp.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/0_PBi-wsApp.md
@@ -115,7 +115,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/1_PBi-view.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/1_PBi-view.md
index 438619af0..a7d78d666 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/1_PBi-view.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/1_PBi-view.md
@@ -135,7 +135,7 @@ Click here for [Microsoft Fabric: Power Bi Workspace App - Overview](https://git
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/README.md
index 004a2587d..d14dd5eeb 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/14_PbiManageAccess/README.md
@@ -83,7 +83,7 @@ Consuming Reports:
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md
index 539b67c8d..1e4691fc4 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md
@@ -279,7 +279,7 @@ Implementing a medallion architecture provides several benefits:
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/README.md
index 579de8e0b..67173c4b4 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/docs/README.md
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@@ -15,7 +15,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/README.md
index d41943cca..6c847968f 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/README.md
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@@ -179,7 +179,7 @@ Steps to Set Up Incremental Refresh:
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/samples/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/samples/README.md
index 28ff6714f..ec8392959 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/samples/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/16_CD_LakehouseSchema/samples/README.md
@@ -14,7 +14,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md
index fdef7d3aa..fef212aaa 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/17_Overview.md
@@ -362,7 +362,7 @@ Click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/blob/main/
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/18_PBiCloudConnecGateways.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/18_PBiCloudConnecGateways.md
index 2deddfee1..cac796d9b 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/18_PBiCloudConnecGateways.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/18_PBiCloudConnecGateways.md
@@ -243,7 +243,7 @@ Steps to Restrict Access for On-Premises Data Gateways:
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md
index a4dcdf0f7..fd30a08a3 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md
@@ -121,7 +121,7 @@ This section allows administrators to view embed codes that have been created by
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md
index 6a3350d93..b63eb4689 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md
@@ -26,7 +26,7 @@ This collection of demos showcasing the powerful capabilities of Apache Spark wi
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md
index b14dd8e1b..b2b9bd94b 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/20_FabricCapacityMetrics.md
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@@ -301,7 +301,7 @@ Steps to  Access Microsoft Purview via Audit Logs:
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md
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--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/21_FabricPreventCapacitySpikes.md
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@@ -159,7 +159,7 @@ Find below an example of the email format:
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/22_ADFBestPractices.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/22_ADFBestPractices.md
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--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/22_ADFBestPractices.md
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@@ -459,7 +459,7 @@ graph TD
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/23_GithubFabric.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/23_GithubFabric.md
index da65bbf24..5cbc22bc9 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/23_GithubFabric.md
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md
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--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/24_FabricTenantMigration.md
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@@ -139,7 +139,7 @@ The hybrid approach involves a phased migration plan that combines elements of c
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/25_FabricDataVirtualization/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/25_FabricDataVirtualization/README.md
index 7b46488d4..d432439e0 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/25_FabricDataVirtualization/README.md
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md
index f191efde0..b6ebf0e2b 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md
+++ b/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md
@@ -175,7 +175,7 @@ Click here to go to source of the [example of how you might configure the XML pa
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/27_PbiRestAPI.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/27_PbiRestAPI.md
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@@ -141,7 +141,7 @@ print(response)
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/28_MirroringERPperfAnalysis.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/28_MirroringERPperfAnalysis.md
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--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/28_MirroringERPperfAnalysis.md
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@@ -264,8 +264,8 @@ mindmap
 
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diff --git a/0_Azure/2_AzureAnalytics/0_Fabric/demos/29_ADF_MonitorChanges.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/29_ADF_MonitorChanges.md
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--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/29_ADF_MonitorChanges.md
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@@ -119,7 +119,7 @@ Last updated: 2025-07-17
 
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@@ -84,7 +84,7 @@ Key Features:
 
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index bacd48ff9..3e2c58e75 100644
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index ebf30cfc7..8d116959f 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/33_PowerBi_Licensing.md
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index 234a303db..af42e7d5a 100644
--- a/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/1_cost_breakdown_az_synapse.md
+++ b/0_Azure/2_AzureAnalytics/1_SynapseAnalytics/demos/1_cost_breakdown_az_synapse.md
@@ -54,7 +54,7 @@ In `Cost Management + Billing`, you can set budgets and alerts to monitor your s
 
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diff --git a/0_Azure/2_AzureAnalytics/2_EventHubs/README.md b/0_Azure/2_AzureAnalytics/2_EventHubs/README.md
index 79dd4637a..cb117e708 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/README.md
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@@ -150,7 +150,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md
index 88ab37cc9..eb3b771f1 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md
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@@ -211,7 +211,7 @@ Key benefits:
 
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diff --git a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md
index 5809d89e4..e083e55e4 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md
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@@ -547,8 +547,8 @@ $$
 
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diff --git a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/MonitoringPerformance_SplunkDelays.md b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/MonitoringPerformance_SplunkDelays.md
index 33b8c47ec..005c55647 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/MonitoringPerformance_SplunkDelays.md
+++ b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/MonitoringPerformance_SplunkDelays.md
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/0_ADLS/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/0_ADLS/README.md
index c6652864f..b98df6e47 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/0_ADLS/README.md
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@@ -11,8 +11,8 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/1_Synapse/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/1_Synapse/README.md
index d176c0006..bba09f7f1 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/1_Synapse/README.md
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/2_PowerBI/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/2_PowerBI/README.md
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--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/2_PowerBI/README.md
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/3_CosmosDB/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/3_CosmosDB/README.md
index 0d85c2708..9cee90c7b 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/3_CosmosDB/README.md
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/4_DataFactory/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/4_DataFactory/README.md
index 5b81de8ee..e4402d9a2 100644
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/5_EventHubs/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/5_EventHubs/README.md
index e8d6c72d1..6e997eea8 100644
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/6_AzureML/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/6_AzureML/README.md
index aafd95df5..9de6006a0 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/6_AzureML/README.md
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/7_SQL-DBs/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/7_SQL-DBs/README.md
index e49e0ece4..e8ffdf834 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/7_SQL-DBs/README.md
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/8_Fabric/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/8_Fabric/README.md
index 7a182cd1d..c9afe865b 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/8_Fabric/README.md
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/README.md
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--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/README.md
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md
index 53f1f1fbc..27136945f 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md
@@ -52,7 +52,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md
index c538f7432..b05cb9864 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md
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@@ -27,7 +27,7 @@ Follow the detailed instructions provided in each demo/showcase.
 
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diff --git a/0_Azure/2_AzureAnalytics/3_Databricks/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/README.md
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diff --git a/0_Azure/2_AzureAnalytics/README.md b/0_Azure/2_AzureAnalytics/README.md
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@@ -30,7 +30,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/3_AzureAI/0_AISearch/README.md b/0_Azure/3_AzureAI/0_AISearch/README.md
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@@ -423,7 +423,7 @@ graph TB
 
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diff --git a/0_Azure/3_AzureAI/0_AISearch/demos/0_RAG_Overview.md b/0_Azure/3_AzureAI/0_AISearch/demos/0_RAG_Overview.md
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+++ b/0_Azure/3_AzureAI/0_AISearch/demos/0_RAG_Overview.md
@@ -415,7 +415,7 @@ Click [here](https://github.com/brown9804/MicrosoftCloudEssentialsHub/tree/main/
 
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diff --git a/0_Azure/3_AzureAI/10_SpeechServices/README.md b/0_Azure/3_AzureAI/10_SpeechServices/README.md
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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diff --git a/0_Azure/3_AzureAI/13_LanguageService/demo/1_LanguageModelsOverview.md b/0_Azure/3_AzureAI/13_LanguageService/demo/1_LanguageModelsOverview.md
index e77c0e18b..b0b22e019 100644
--- a/0_Azure/3_AzureAI/13_LanguageService/demo/1_LanguageModelsOverview.md
+++ b/0_Azure/3_AzureAI/13_LanguageService/demo/1_LanguageModelsOverview.md
@@ -55,7 +55,7 @@ Last updated: 2025-07-17
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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diff --git a/0_Azure/3_AzureAI/14_AIUseCases.md b/0_Azure/3_AzureAI/14_AIUseCases.md
index 2a12b5390..f5eab2924 100644
--- a/0_Azure/3_AzureAI/14_AIUseCases.md
+++ b/0_Azure/3_AzureAI/14_AIUseCases.md
@@ -19,7 +19,7 @@ Last updated: 2025-07-17
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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 </div>
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diff --git a/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md b/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md
index 6d473ecda..4518b087a 100644
--- a/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md
+++ b/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md
@@ -338,7 +338,7 @@ graph TD
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/2_AIContentSafety/README.md b/0_Azure/3_AzureAI/2_AIContentSafety/README.md
index 6925ac701..1ceef1e8f 100644
--- a/0_Azure/3_AzureAI/2_AIContentSafety/README.md
+++ b/0_Azure/3_AzureAI/2_AIContentSafety/README.md
@@ -295,7 +295,7 @@ graph TB
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/3_BotServices/README.md b/0_Azure/3_AzureAI/3_BotServices/README.md
index bd66d9f5d..8427abef3 100644
--- a/0_Azure/3_AzureAI/3_BotServices/README.md
+++ b/0_Azure/3_AzureAI/3_BotServices/README.md
@@ -505,7 +505,7 @@ graph LR
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/3_BotServices/demos/0_TeamsBotAccessToken.md b/0_Azure/3_AzureAI/3_BotServices/demos/0_TeamsBotAccessToken.md
index 6c74dc867..db8c9449f 100644
--- a/0_Azure/3_AzureAI/3_BotServices/demos/0_TeamsBotAccessToken.md
+++ b/0_Azure/3_AzureAI/3_BotServices/demos/0_TeamsBotAccessToken.md
@@ -196,7 +196,7 @@ else:
 
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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diff --git a/0_Azure/3_AzureAI/3_BotServices/demos/1_Azure_Chatbot_Solutions_Guide.md b/0_Azure/3_AzureAI/3_BotServices/demos/1_Azure_Chatbot_Solutions_Guide.md
index f8fefcaad..bb8219018 100644
--- a/0_Azure/3_AzureAI/3_BotServices/demos/1_Azure_Chatbot_Solutions_Guide.md
+++ b/0_Azure/3_AzureAI/3_BotServices/demos/1_Azure_Chatbot_Solutions_Guide.md
@@ -58,7 +58,7 @@ Last updated: 2025-07-17
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/3_BotServices/demos/2_SemanticModelSharepoint.md b/0_Azure/3_AzureAI/3_BotServices/demos/2_SemanticModelSharepoint.md
index ba0eb241c..cba1136d5 100644
--- a/0_Azure/3_AzureAI/3_BotServices/demos/2_SemanticModelSharepoint.md
+++ b/0_Azure/3_AzureAI/3_BotServices/demos/2_SemanticModelSharepoint.md
@@ -156,7 +156,7 @@ Steps:
 
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diff --git a/0_Azure/3_AzureAI/4_ComputerVision/README.md b/0_Azure/3_AzureAI/4_ComputerVision/README.md
index 8a388da4f..6094aa842 100644
--- a/0_Azure/3_AzureAI/4_ComputerVision/README.md
+++ b/0_Azure/3_AzureAI/4_ComputerVision/README.md
@@ -76,7 +76,7 @@ Here are some of the key features of the Azure AI Vision service:
 
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diff --git a/0_Azure/3_AzureAI/5_CustomVision/README.md b/0_Azure/3_AzureAI/5_CustomVision/README.md
index d8e6c19db..3f7a5d4bc 100644
--- a/0_Azure/3_AzureAI/5_CustomVision/README.md
+++ b/0_Azure/3_AzureAI/5_CustomVision/README.md
@@ -56,7 +56,7 @@ Last updated: 2025-07-17
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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 </div>
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diff --git a/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md b/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md
index 178812543..f13e37c6d 100644
--- a/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md
+++ b/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md
@@ -221,7 +221,7 @@ graph TD
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/6_DocumentIntelligences/demos/0_QnADocBased.md b/0_Azure/3_AzureAI/6_DocumentIntelligences/demos/0_QnADocBased.md
index 5c03a57ff..9d869f947 100644
--- a/0_Azure/3_AzureAI/6_DocumentIntelligences/demos/0_QnADocBased.md
+++ b/0_Azure/3_AzureAI/6_DocumentIntelligences/demos/0_QnADocBased.md
@@ -73,7 +73,7 @@ graph TD
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
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diff --git a/0_Azure/3_AzureAI/7_FaceAPIs/README.md b/0_Azure/3_AzureAI/7_FaceAPIs/README.md
index f1916c659..7aa426069 100644
--- a/0_Azure/3_AzureAI/7_FaceAPIs/README.md
+++ b/0_Azure/3_AzureAI/7_FaceAPIs/README.md
@@ -273,7 +273,7 @@ graph TB
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md b/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md
index 44b4ff1b5..c2608f3ea 100644
--- a/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md
+++ b/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md
@@ -269,7 +269,7 @@ graph TD
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/README.md b/0_Azure/3_AzureAI/9_AzureOpenAI/README.md
index 69017c75c..c6eed5ea5 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/README.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/README.md
@@ -488,7 +488,7 @@ graph TB
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
 </div>
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/0_ModelRetirementDates.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/0_ModelRetirementDates.md
index 561815b43..cacb384cb 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/0_ModelRetirementDates.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/0_ModelRetirementDates.md
@@ -48,7 +48,7 @@ Last updated: 2025-07-17
 
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/10_AssistantsPlayground.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/10_AssistantsPlayground.md
index 6cb10fb2e..bf784b5de 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/10_AssistantsPlayground.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/10_AssistantsPlayground.md
@@ -68,7 +68,7 @@ Example:
 
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/11_ModelAvailability.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/11_ModelAvailability.md
index b26e3b0bb..86a20660b 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/11_ModelAvailability.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/11_ModelAvailability.md
@@ -161,7 +161,7 @@ https://github.com/user-attachments/assets/b42e4446-73ef-46fe-b84c-246b2636b391
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-23</p>
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/1_OptimizingChatbotEfficiency.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/1_OptimizingChatbotEfficiency.md
index 0499fb56c..7c85e7041 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/1_OptimizingChatbotEfficiency.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/1_OptimizingChatbotEfficiency.md
@@ -209,7 +209,7 @@ store_context(user_id, new_context)
 
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md
index 874883a69..b25c8c667 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md
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@@ -106,7 +106,7 @@ print(response.choices[0].text)
 
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/3_QuotaLimitsDeployments.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/3_QuotaLimitsDeployments.md
index e8d2f6121..3affd97be 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/3_QuotaLimitsDeployments.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/3_QuotaLimitsDeployments.md
@@ -162,7 +162,7 @@ This means with 50 PTUs, you can process 75,000 tokens per minute.
 
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md
index e2cbaea93..db4983ec3 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/4_PTUs_TPM.md
@@ -74,7 +74,7 @@ https://github.com/user-attachments/assets/27beba15-57d6-4a2b-943e-496829644dbe
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md
index a9bc72b19..04ef9275e 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md
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@@ -112,7 +112,7 @@ Last updated: 2025-07-17
    
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md
index 0f55455c8..94e7bbd31 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md
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@@ -290,7 +290,7 @@ graph TD
 
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-  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/README.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/README.md
index 436b1fe94..1df6f0bca 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/docs/README.md
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@@ -15,7 +15,7 @@ Last updated: 2025-07-17
 
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+  <img src="https://img.shields.io/badge/Total%20views-1532-limegreen" alt="Total views">
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/7_TokenizationCostAnalysis.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/7_TokenizationCostAnalysis.md
index 9a08eba77..a72a6c143 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/7_TokenizationCostAnalysis.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/7_TokenizationCostAnalysis.md
@@ -390,7 +390,7 @@ To ensure that API calls from different departments are tagged correctly, you ca
      
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md
index 43debe22a..aa7e7cbe9 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md
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@@ -25,7 +25,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md
index 58034e8ef..07cd0f11b 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md
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@@ -321,7 +321,7 @@ print(response.choices[0].text)
 
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diff --git a/0_Azure/3_AzureAI/AIFoundry/README.md b/0_Azure/3_AzureAI/AIFoundry/README.md
index 2ce29f4b4..867fbe843 100644
--- a/0_Azure/3_AzureAI/AIFoundry/README.md
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@@ -411,7 +411,7 @@ Types of deployments available in Azure AI Studio:
 
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diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/0_AIStudio_CopilotStudio.md b/0_Azure/3_AzureAI/AIFoundry/demos/0_AIStudio_CopilotStudio.md
index bfe41468d..bdfabfff2 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/0_AIStudio_CopilotStudio.md
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index 6f5a00ad3..263749228 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/1_customCopilotAIStudio.md
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diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/README.md b/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/README.md
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--- a/0_Azure/3_AzureAI/AIFoundry/demos/2_AIFoundrySDLCStrategy/README.md
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@@ -329,7 +329,7 @@ graph TD
 
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--- a/0_Azure/3_AzureAI/AIFoundry/demos/3_GenAIApps.md
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diff --git a/0_Azure/3_AzureAI/AIFoundry/demos/5_What-Global-DataZone-StdType.md b/0_Azure/3_AzureAI/AIFoundry/demos/5_What-Global-DataZone-StdType.md
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diff --git a/0_Azure/3_AzureAI/AMachineLearning/README.md b/0_Azure/3_AzureAI/AMachineLearning/README.md
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@@ -32,7 +32,7 @@ Creating a new Azure Machine Learning Platform account:
 
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diff --git a/0_Azure/5_DataProtectionMng/0_Purview/README.md b/0_Azure/5_DataProtectionMng/0_Purview/README.md
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diff --git a/0_Azure/5_DataProtectionMng/0_Purview/demos/3_Bulk_UploadGlossaryTerms/README.md b/0_Azure/5_DataProtectionMng/0_Purview/demos/3_Bulk_UploadGlossaryTerms/README.md
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@@ -40,7 +40,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/6_AzureCostManagement/demos/0_BillingReport.md b/0_Azure/6_AzureCostManagement/demos/0_BillingReport.md
index 7bb314f85..c1d378e77 100644
--- a/0_Azure/6_AzureCostManagement/demos/0_BillingReport.md
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diff --git a/0_Azure/6_AzureCostManagement/demos/1_Budget_Alerts.md b/0_Azure/6_AzureCostManagement/demos/1_Budget_Alerts.md
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--- a/0_Azure/6_AzureCostManagement/demos/1_Budget_Alerts.md
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diff --git a/0_Azure/7_AzureSupport/README.md b/0_Azure/7_AzureSupport/README.md
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+++ b/0_Azure/7_AzureSupport/README.md
@@ -102,7 +102,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/8_AzureApps/README.md b/0_Azure/8_AzureApps/README.md
index 0f3840762..6891d578e 100644
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+++ b/0_Azure/8_AzureApps/README.md
@@ -53,7 +53,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/8_AzureApps/demos/0_changes-AppServiceManagedCertificates/README.md b/0_Azure/8_AzureApps/demos/0_changes-AppServiceManagedCertificates/README.md
index 2085cb185..641f37615 100644
--- a/0_Azure/8_AzureApps/demos/0_changes-AppServiceManagedCertificates/README.md
+++ b/0_Azure/8_AzureApps/demos/0_changes-AppServiceManagedCertificates/README.md
@@ -75,7 +75,7 @@ https://github.com/user-attachments/assets/13cac993-764f-4fb7-972e-3c54d2f3cb8f
 
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diff --git a/0_Azure/8_AzureApps/demos/1_fromMulti-containerWebApp_toAKS.md b/0_Azure/8_AzureApps/demos/1_fromMulti-containerWebApp_toAKS.md
index 9603eb841..0a98a89b6 100644
--- a/0_Azure/8_AzureApps/demos/1_fromMulti-containerWebApp_toAKS.md
+++ b/0_Azure/8_AzureApps/demos/1_fromMulti-containerWebApp_toAKS.md
@@ -13,6 +13,7 @@ Last updated: 2025-10-23
 <details>
 <summary><b>List of References</b> (Click to expand)</summary>
 
+- [What is Azure Kubernetes Service (AKS)?](https://learn.microsoft.com/en-us/azure/aks/what-is-aks)
 - [Choose an Azure compute service (Decision Tree)](https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree)
 - [Free, Standard, and Premium pricing tiers for Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/aks/free-standard-pricing-tiers)
 - [AKS long-term support](https://learn.microsoft.com/en-us/azure/aks/long-term-support)
@@ -22,6 +23,12 @@ Last updated: 2025-10-23
 - [Disk type comparison](https://learn.microsoft.com/en-us/azure/virtual-machines/disks-types#disk-type-comparison)
 - [Microsoft Sales and Support](https://support.microsoft.com/contactus?ContactUsExperienceEntryPointAssetId=S.HP.SMC-HOME)
 - [Microsoft Copilot in Azure (VM sizing demo video)](https://www.youtube.com/watch?v=HGdhUFHnij4&t=819s)
+- [Cluster components](https://learn.microsoft.com/en-us/azure/aks/core-aks-concepts#cluster-components)
+
+    <img width="1947" height="662" alt="image" src="https://github.com/user-attachments/assets/7398b98f-499b-4707-9c69-163cf520c88d" />
+
+- [Best practices for performance and scaling for small to medium workloads in Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/aks/best-practices-performance-scale)
+- [Best practices for performance and scaling for large workloads in Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/aks/best-practices-performance-scale-large)
 
 </details>
 
@@ -229,7 +236,7 @@ From [Disk type comparison](https://learn.microsoft.com/en-us/azure/virtual-mach
 
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diff --git a/0_Azure/README.md b/0_Azure/README.md
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@@ -128,7 +128,7 @@ Last updated: 2025-07-17
   
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diff --git a/0_Azure/WhatsNew/0_IgniteNews_2024.md b/0_Azure/WhatsNew/0_IgniteNews_2024.md
index af3ece3f0..fa80c5c40 100644
--- a/0_Azure/WhatsNew/0_IgniteNews_2024.md
+++ b/0_Azure/WhatsNew/0_IgniteNews_2024.md
@@ -189,7 +189,7 @@ graph TD
 
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diff --git a/0_Azure/WhatsNew/1_AIvisionMarch2025.md b/0_Azure/WhatsNew/1_AIvisionMarch2025.md
index cce86adea..45007c163 100644
--- a/0_Azure/WhatsNew/1_AIvisionMarch2025.md
+++ b/0_Azure/WhatsNew/1_AIvisionMarch2025.md
@@ -211,7 +211,7 @@ From [official documentation](https://learn.microsoft.com/en-us/azure/ai-service
 
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diff --git a/0_Azure/WhatsNew/2_FabricConfVegas2025.md b/0_Azure/WhatsNew/2_FabricConfVegas2025.md
index ea677b07c..c3325579e 100644
--- a/0_Azure/WhatsNew/2_FabricConfVegas2025.md
+++ b/0_Azure/WhatsNew/2_FabricConfVegas2025.md
@@ -359,7 +359,7 @@ Historic Interaction Tracking:
 
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diff --git a/0_Azure/WhatsNew/3_BuildMayAnalyticsNews2025.md b/0_Azure/WhatsNew/3_BuildMayAnalyticsNews2025.md
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--- a/0_Azure/WhatsNew/3_BuildMayAnalyticsNews2025.md
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@@ -284,7 +284,7 @@ Last updated: 2025-07-17
 
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index 5b9b94291..0a99dd5a9 100644
--- a/0_Azure/WhatsNew/README.md
+++ b/0_Azure/WhatsNew/README.md
@@ -19,7 +19,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/_certifications/AzureAIMLDSpath/README.md b/0_Azure/_certifications/AzureAIMLDSpath/README.md
index 95121a931..30a20a990 100644
--- a/0_Azure/_certifications/AzureAIMLDSpath/README.md
+++ b/0_Azure/_certifications/AzureAIMLDSpath/README.md
@@ -88,8 +88,8 @@ This folder contains all Microsoft badges and trophies earned during the learnin
 
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diff --git a/0_Azure/_industry-specific/0_Healthcare/README.md b/0_Azure/_industry-specific/0_Healthcare/README.md
index 4cc17aa6f..11bfdbd91 100644
--- a/0_Azure/_industry-specific/0_Healthcare/README.md
+++ b/0_Azure/_industry-specific/0_Healthcare/README.md
@@ -46,7 +46,7 @@ Last updated: 2025-07-17
 
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diff --git a/0_Azure/_industry-specific/0_Healthcare/demos/1_HDAP_DataRelated.md b/0_Azure/_industry-specific/0_Healthcare/demos/1_HDAP_DataRelated.md
index c510fe3c6..abc546c0f 100644
--- a/0_Azure/_industry-specific/0_Healthcare/demos/1_HDAP_DataRelated.md
+++ b/0_Azure/_industry-specific/0_Healthcare/demos/1_HDAP_DataRelated.md
@@ -93,7 +93,7 @@ From [Choose an Azure compute service](https://learn.microsoft.com/en-us/azure/a
   
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diff --git a/1_MS365/Excel/README.md b/1_MS365/Excel/README.md
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+++ b/1_MS365/Excel/README.md
@@ -30,7 +30,7 @@ Last updated: 2025-07-17
 
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diff --git a/2_Dynamics365/README.md b/2_Dynamics365/README.md
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+++ b/2_Dynamics365/README.md
@@ -31,7 +31,7 @@ Last updated: 2025-07-17
 
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@@ -38,7 +38,7 @@ formatDateTime(utcNow(), 'MM-dd-yyyy')
 
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diff --git a/3_PowerPlatform/2_CopilotStudio/2_connecting-PowerBI-CopilotStudio.md b/3_PowerPlatform/2_CopilotStudio/2_connecting-PowerBI-CopilotStudio.md
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@@ -42,7 +42,7 @@ Explore more on the [Microsoft Power Platform website](https://www.microsoft.com
 
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