Hi Roopa,
Thanks for reaching out to Microsoft Q&A.
did you try from 'Synapse workspace deployment' from marketplace?
https://marketplace.visualstudio.com/items?itemName=AzureSynapseWorkspace.synapsecicd-deploy
Would suggest you to go through this as well...
https://learn.microsoft.com/en-us/azure/synapse-analytics/cicd/continuous-integration-delivery
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