@Abadoom you must have configured backend private link as well, including setting requiredNsgRules=NoAzureDatabricksRules CC @rugger-bricks 

@kyrrewk if your traffic goes through Azure Firewall, then you can add the IPs of the Azure Firewall instance instead of using a NAT gateway