diff --git a/samples/features/sql2019notebooks/README.md b/samples/features/sql2019notebooks/README.md
index ebe66e46..7e518804 100644
--- a/samples/features/sql2019notebooks/README.md
+++ b/samples/features/sql2019notebooks/README.md
@@ -5,13 +5,13 @@ The [What's New](https://docs.microsoft.com/en-us/sql/sql-server/what-s-new-in-s
 
 ## Notebook List
 ### Intelligent Query Processing
-*  **Scalar_UDF_Inlining.ipynb** - Demonstrate the benefits of Scalar UDF Inlining along with how to find out which UDFs in your database can be inlined.
+*  **[Scalar_UDF_Inlining.ipynb](https://github.com/microsoft/sql-server-samples/blob/master/samples/features/intelligent-query-processing/notebooks/Scalar_UDF_Inlining.ipynb)** - Demonstrate the benefits of Scalar UDF Inlining along with how to find out which UDFs in your database can be inlined.
 
 ### Security 
-* **TDE_on_Standard.ipynb** - This notebook demonstrates the ability to enable TDE on SQL Server 2019 Standard Edition along with Encryption Scan SUSPEND and RESUME.
-* **TDE_on_Standard_EKM.ipynb** - This notebook demonstrates the ability to enable TDE on a SQL Server 2019 Standard Edition using EKM and Azure Key Vault.
+* **[TDE_on_Standard.ipynb](https://github.com/microsoft/sql-server-samples/blob/master/samples/features/security/tde-sql2019-standard/TDE_on_Standard.ipynb)** - This notebook demonstrates the ability to enable TDE on SQL Server 2019 Standard Edition along with Encryption Scan SUSPEND and RESUME.
+* **[TDE_on_Standard_EKM.ipynb](https://github.com/microsoft/sql-server-samples/blob/master/samples/features/security/tde-sql2019-standard/TDE_on_Standard_EKM.ipynb)** - This notebook demonstrates the ability to enable TDE on a SQL Server 2019 Standard Edition using EKM and Azure Key Vault.
 
 ### In-Memory Database
-* **MemoryOptimizedTempDBMetadata-TSQL.ipynb** - This is a T-SQL notebook which shows the benefits of Memory Optimized Tempdb metadata.
-* **MemoryOptmizedTempDBMetadata-Python.ipynb** - This is a Python notebook which shows the benefits of Memory Optimized Tempdb metadata.
+* **[MemoryOptimizedTempDBMetadata-TSQL.ipynb](https://github.com/microsoft/sql-server-samples/blob/master/samples/features/in-memory-database/memory-optimized-tempdb-metadata/MemoryOptimizedTempDBMetadata-TSQL.ipynb)** - This is a T-SQL notebook which shows the benefits of Memory Optimized Tempdb metadata.
+* **[MemoryOptmizedTempDBMetadata-Python.ipynb](https://github.com/microsoft/sql-server-samples/blob/master/samples/features/in-memory-database/memory-optimized-tempdb-metadata/MemoryOptmizedTempDBMetadata-Python.ipynb)** - This is a Python notebook which shows the benefits of Memory Optimized Tempdb metadata.