diff --git a/0_Azure/0_AzureFundamentals/README.md b/0_Azure/0_AzureFundamentals/README.md
index a86005936..32b155529 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 0fdf4dae5..0df166ac9 100644
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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 690e6ed75..fce2d69cc 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
index 5c1b1ccfa..4b26199e0 100644
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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 12e54f3fe..e40e7ddba 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 cd0ed8125..99cfb7dbc 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 6b26c5aba..00ae3d42d 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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diff --git a/0_Azure/1_AzureData/1_Databases/demos/3_ArcSQLServerOverview.md b/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
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--- 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 1082f558f..937b6e135 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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@@ -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/0_FabricPbiADFSnowflake-Integration.md b/0_Azure/2_AzureAnalytics/0_Fabric/demos/0_FabricSnowflakeIntegration/0_FabricPbiADFSnowflake-Integration.md
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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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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 c2f08d9ad..b41a66508 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 7708abee3..338058fde 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 e71646e38..e2381979e 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 97a225d3f..511d0fae3 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 746a09f1b..438619af0 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 56173ca99..004a2587d 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 c5c2ae270..539b67c8d 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/15_FabricMedallionArch/README.md
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@@ -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 0208f03d9..579de8e0b 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 c8ffa5999..d41943cca 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 1baea98ea..28ff6714f 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 1c1faeb47..f06141a06 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 2e22715db..2deddfee1 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 5999b3c1d..a4dcdf0f7 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/19_FabricConfigs.md
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@@ -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 3e5e7aab4..6a3350d93 100644
--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/1_ApacheSparkOverview/README.md
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@@ -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 2759818ed..b14dd8e1b 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
index 8c7ebc5b7..96eaa5bcb 100644
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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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index dd568046d..da65bbf24 100644
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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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@@ -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
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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
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--- a/0_Azure/2_AzureAnalytics/0_Fabric/demos/26_ParsingXMLfilesPQuery/README.md
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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
index fe987dda9..3a7b687ec 100644
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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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index f2eec117a..483dce13c 100644
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@@ -84,7 +84,7 @@ Key Features:
 
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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 0c9d18842..79dd4637a 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/README.md
+++ b/0_Azure/2_AzureAnalytics/2_EventHubs/README.md
@@ -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 1c94add31..88ab37cc9 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md
+++ b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/0_EventHubs_MDR.md
@@ -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 3fdecfa14..5809d89e4 100644
--- a/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md
+++ b/0_Azure/2_AzureAnalytics/2_EventHubs/demos/1_SizeDefenderAdvancedHuntingAdd-onforSplunk.md
@@ -547,8 +547,8 @@ $$
 
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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 ea6bf785a..c6652864f 100644
--- 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
@@ -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 119362f6e..d176c0006 100644
--- 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
@@ -11,8 +11,8 @@ Last updated: 2025-07-17
 
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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
index 262f8caec..74cf296ef 100644
--- 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 b3a20fa83..0d85c2708 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 d6a5a5c9d..5b81de8ee 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/4_DataFactory/README.md
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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 6502b3f4e..e8d6c72d1 100644
--- 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
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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 0771ead1a..aafd95df5 100644
--- 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
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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 98231b235..e49e0ece4 100644
--- 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
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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 74eaece24..7a182cd1d 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
index 899a4d996..062d50c95 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/0_Connections/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/1_demos/0_MedallionArch_Fabric+Databricks/README.md b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/0_MedallionArch_Fabric+Databricks/README.md
index 69084daff..53f1f1fbc 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 004eeca41..c538f7432 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/1_demos/README.md
@@ -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
index 674152f48..ed7aefd74 100644
--- a/0_Azure/2_AzureAnalytics/3_Databricks/README.md
+++ b/0_Azure/2_AzureAnalytics/3_Databricks/README.md
@@ -107,7 +107,7 @@ graph TD
 
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diff --git a/0_Azure/2_AzureAnalytics/README.md b/0_Azure/2_AzureAnalytics/README.md
index 6e0aed311..5f5137f48 100644
--- a/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
index 94edbcec9..c506fec95 100644
--- a/0_Azure/3_AzureAI/0_AISearch/README.md
+++ b/0_Azure/3_AzureAI/0_AISearch/README.md
@@ -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
index c5107d038..3e35797e7 100644
--- a/0_Azure/3_AzureAI/0_AISearch/demos/0_RAG_Overview.md
+++ 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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index 3a239f099..d556410dc 100644
--- a/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/README.md
+++ b/0_Azure/3_AzureAI/0_AISearch/demos/1_ZeroTrustRAG/README.md
@@ -73,7 +73,7 @@ From [Zero Trust Architecture Deployment](https://github.com/Azure/GPT-RAG?tab=r
 
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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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--- a/0_Azure/3_AzureAI/10_SpeechServices/README.md
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@@ -234,7 +234,7 @@ Azure Speech Services can be used in content creation, such as generating audio
 
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diff --git a/0_Azure/3_AzureAI/11_Translators/README.md b/0_Azure/3_AzureAI/11_Translators/README.md
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diff --git a/0_Azure/3_AzureAI/12_IntelligRecommAccounts/README.md b/0_Azure/3_AzureAI/12_IntelligRecommAccounts/README.md
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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>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md b/0_Azure/3_AzureAI/1_AIVideoIndexer/README.md
index 8ea23b5e3..6d473ecda 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/2_AIContentSafety/README.md b/0_Azure/3_AzureAI/2_AIContentSafety/README.md
index 979f09821..6925ac701 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/3_BotServices/README.md b/0_Azure/3_AzureAI/3_BotServices/README.md
index cdf863bb0..bd66d9f5d 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 5fc161ded..6c74dc867 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:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
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 a35c6e931..f8fefcaad 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
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 d90ad621d..ba0eb241c 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:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/4_ComputerVision/README.md b/0_Azure/3_AzureAI/4_ComputerVision/README.md
index dffc06c32..8a388da4f 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:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
diff --git a/0_Azure/3_AzureAI/5_CustomVision/README.md b/0_Azure/3_AzureAI/5_CustomVision/README.md
index bd37970fd..d8e6c19db 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md b/0_Azure/3_AzureAI/6_DocumentIntelligences/README.md
index e80c0b2db..178812543 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 f537243bc..5c03a57ff 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/7_FaceAPIs/README.md b/0_Azure/3_AzureAI/7_FaceAPIs/README.md
index 5cc6fde46..f1916c659 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md b/0_Azure/3_AzureAI/8_ImmersiveReaders/README.md
index 67ee21c8e..44b4ff1b5 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/9_AzureOpenAI/README.md b/0_Azure/3_AzureAI/9_AzureOpenAI/README.md
index 91d6c0165..69017c75c 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 cb14f5c72..561815b43 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 86672851c..6cb10fb2e 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:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 50a2e09d2..b26e3b0bb 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 cdab93f7c..0499fb56c 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)
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 165229e44..874883a69 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/2_ModelsDeploymentOverview.md
@@ -106,7 +106,7 @@ print(response.choices[0].text)
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 f4defc34a..e8d2f6121 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.
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
\ No newline at end of file
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 65aa6c08e..e2cbaea93 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
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 b7474d678..a9bc72b19 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/5_Quota_Increase.md
@@ -112,7 +112,7 @@ Last updated: 2025-07-17
    
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 a22109e95..0f55455c8 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/6_PrivateBot/README.md
@@ -290,7 +290,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 6a1fe817a..436b1fe94 100644
--- 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
@@ -15,7 +15,7 @@ Last updated: 2025-07-17
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 49ded267b..9a08eba77 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
      
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 77e4c4d6e..43debe22a 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/8_Overview.md
@@ -25,7 +25,7 @@ Last updated: 2025-07-17
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
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 771ce23df..58034e8ef 100644
--- a/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md
+++ b/0_Azure/3_AzureAI/9_AzureOpenAI/demos/9_ParameterSettingVariants.md
@@ -321,7 +321,7 @@ print(response.choices[0].text)
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
 </div>
 <!-- END BADGE -->
diff --git a/0_Azure/3_AzureAI/AIFoundry/README.md b/0_Azure/3_AzureAI/AIFoundry/README.md
index 1623f8a1d..2ce29f4b4 100644
--- a/0_Azure/3_AzureAI/AIFoundry/README.md
+++ b/0_Azure/3_AzureAI/AIFoundry/README.md
@@ -411,7 +411,7 @@ Types of deployments available in Azure AI Studio:
 
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 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1559-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-04</p>
+  <img src="https://img.shields.io/badge/Total%20views-1443-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-09-05</p>
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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 36595c4ac..bfe41468d 100644
--- a/0_Azure/3_AzureAI/AIFoundry/demos/0_AIStudio_CopilotStudio.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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diff --git a/0_Azure/3_AzureAI/AMachineLearning/README.md b/0_Azure/3_AzureAI/AMachineLearning/README.md
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diff --git a/0_Azure/4_AzureDevOps/README.md b/0_Azure/4_AzureDevOps/README.md
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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/1_PurviewEnterpriseFree.md b/0_Azure/5_DataProtectionMng/0_Purview/demos/1_PurviewEnterpriseFree.md
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diff --git a/0_Azure/8_AzureApps/README.md b/0_Azure/8_AzureApps/README.md
index 281e5f59e..0f3840762 100644
--- a/0_Azure/8_AzureApps/README.md
+++ 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/changes-AppServiceManagedCertificates/README.md b/0_Azure/8_AzureApps/demos/changes-AppServiceManagedCertificates/README.md
index 2edd8f68d..fc9d9cfe9 100644
--- a/0_Azure/8_AzureApps/demos/changes-AppServiceManagedCertificates/README.md
+++ b/0_Azure/8_AzureApps/demos/changes-AppServiceManagedCertificates/README.md
@@ -76,7 +76,7 @@ https://github.com/user-attachments/assets/13cac993-764f-4fb7-972e-3c54d2f3cb8f
 
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diff --git a/0_Azure/README.md b/0_Azure/README.md
index 3fa3d0fc0..f1aec11c7 100644
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+++ b/0_Azure/README.md
@@ -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 832ef62c4..af3ece3f0 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 6698a1443..cce86adea 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
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--- a/0_Azure/WhatsNew/2_FabricConfVegas2025.md
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@@ -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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@@ -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 523cf5547..95121a931 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 f6e2697ad..4cc17aa6f 100644
--- a/0_Azure/_industry-specific/0_Healthcare/README.md
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@@ -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 cce451916..c510fe3c6 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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diff --git a/1_MS365/Forms/README.md b/1_MS365/Forms/README.md
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diff --git a/1_MS365/SharePoint/README.md b/1_MS365/SharePoint/README.md
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diff --git a/2_Dynamics365/README.md b/2_Dynamics365/README.md
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diff --git a/3_PowerPlatform/2_CopilotStudio/0_DesignCustomCopilots.md b/3_PowerPlatform/2_CopilotStudio/0_DesignCustomCopilots.md
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--- a/3_PowerPlatform/2_CopilotStudio/1_How-to-Change-LLM-CopilotStudio.md
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