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Predictive analytics and machine learning is used in the Risk Classification and Loan Modeling accelerator to estimate the optimal loan size that the SBA will approve for a given applicant which enables lending partners to process loan applications and make data-driven lending decisions quickly.

License: MIT License

Jupyter Notebook 81.10% Shell 18.90%
microsoft solution-accelerator machine-learning artificial-intelligence synapse azure powerbi financial-services

risk-classification-and-loan-modeling-accelerator's Issues

Small Business Administrartion-Facing an issue in adding a column in the synapse portal, getting an error for the expression field in the expression builder for derived columns.

Describe the bug
I have tried manually testing the lab by setting up the prerequisites as defined in the lab guide but ran into below issue while creating the derived columns in synapse workspace in step 6. Please find the issue details below
Error message : “Expression should return the same type 'string' as previous expressions”

To Reproduce
Steps to reproduce the behavior:
1.Open Synapse portal after creating a synapse account
2.Follow till step-5
3.In step-6, facing issue while adding the column and expressions in the derived columns settings

Expected behavior
Error message : “Expression should return the same type 'string' as previous expressions”
This message is getting displayed after hovering the mouse pointer over the error.
I have also tried adding the column pattern by defining the output type (string) using expression builder in synapse workspace, unfortunately we could not find any quick fixes. Kindly find the attached screenshot above.

Screenshots
Screenshot 2022-06-15 061605

2022-06-15_11-34-11

Desktop (please complete the following information):

  • OS: Windows
  • Browser edge
  • Version [e.g. 22]

Smartphone (please complete the following information):

  • Device: [e.g. iPhone6]
  • OS: [e.g. iOS8.1]
  • Browser [e.g. stock browser, safari]

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