Hi @Rajesh Kannan R​ , Can you verify the networking configuration on your storage account? Check the Firewall rule to see if public access is enabled for all networks. Enable all network and see if it resolves your issue.

If you have restricted public access then the workspace has to be NPIP and you must have all the required workspace traffic to be whitelisted.

https://docs.microsoft.com/en-us/azure/databricks/security/secure-cluster-connectivity