Connect SQL Server to Jupyter Python Notebook

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I am trying to connect my SQL Server database to Jupyter Python notebook, but getting errors which are either Driver related or access related:

Jupyter to SQL connect error

The SQL Server is hosted on a Virtual Machine and I use "Azure Active Directory - Universal with MFA" as authentication method to connect to the same via MS SQL Server Management Studio.

Error Message:

Error: ('HY000', '[HY000] [Microsoft][SQL Server Native Client 11.0][SQL Server]Cannot open server "" requested by the login. The login failed. (40532) (SQLDriverConnect); [HY000] [Microsoft][SQL Server Native Client 11.0][SQL Server]Cannot open server "" requested by the login. The login failed. (40532)')

Can anyone please help me debug this or suggest any alternative approach to accomplish the same.

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