Hello @Paarveandan Y K
Have you tried this :
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Create a subnet for Databricks in your VNet.
Create a Private Link Service for Databricks. This can be done by going to the Databricks workspace and selecting "Networking" and then "Private Endpoints." From there, you can create a new Private Link Service.
Configure the Private Link Service for Databricks. This will involve specifying the VNet and subnet you created in step 1.
Create a Private Endpoint for Databricks. This can be done by going to the Azure portal and selecting "Private Endpoints." From there, you can create a new Private Endpoint for Databricks.
Configure your firewall and network security groups to allow traffic to flow between your VNet and Databricks.
Once you have set up a Private Endpoint for Databricks, you can use the private IP address to connect to Databricks through Microsoft Purview. You can do this by creating a connection in Purview and specifying the private IP address and the appropriate authentication credentials.
ALSO , Please read this : https://learn.microsoft.com/en-us/azure/databricks/administration-guide/cloud-configurations/azure/private-link
In case you find this helpful kindly mark the answer as Accepted or inform us accordingly to proceed with additional troubleshooting!
BR