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AI Code Pattern: Intelligent bank loan app

  • 1.  AI Code Pattern: Intelligent bank loan app

    Posted Mon March 01, 2021 04:27 PM
    Edited by William Roberts Tue March 02, 2021 03:17 PM
    In a typical bank loan department, the loan agent receives an application from a customer. The loan then considers several factors to decide whether the loan is approved or rejected. To help ease this decision-making process, this code pattern explains how to build a web-based application using Python Flask that the loan agent can use to make these decisions. This enables the loan agent to analyze the risk involved while trying to approve the loan.

    In this code pattern, create a web-based bank loan application that helps a loan agent decide whether to approve or deny a loan.

    - code pattern link

    Author: @SAMAYA MADHAVAN

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    William Roberts
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  • 2.  RE: AI Code Pattern: Intelligent bank loan app

    Posted Mon March 01, 2021 06:11 PM
    Can anyone link me to the original dataset used in this code pattern? I think it would be useful for other content/applications

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    William Roberts
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  • 3.  RE: AI Code Pattern: Intelligent bank loan app

    Posted Tue March 02, 2021 05:34 AM
    Perhaps you are looking for this.
    https://s3.us.cloud-object-storage.appdomain.cloud/developer/default/tutorials/infuse-a-loan-department-platform-with-ai/static/german_credit_data.csv

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    Matthias Jungbauer
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  • 4.  RE: AI Code Pattern: Intelligent bank loan app

    Posted Tue March 02, 2021 03:21 PM
    TY Matthias. I don't actually think it is the german credit dataset. Maybe @SAMAYA MADHAVAN can clarify​

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    William Roberts
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  • 5.  RE: AI Code Pattern: Intelligent bank loan app

    Posted Mon March 08, 2021 01:18 PM
    that is correct! The code pattern uses the German credit risk dataset.

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    SAMAYA MADHAVAN
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  • 6.  RE: AI Code Pattern: Intelligent bank loan app

    Posted Tue March 09, 2021 03:51 PM
    Hi Samaya, I found this thread to be very useful for one project I need to make in my bootcamp. 
    is there any video tutorials on how to use the https://github.com/IBM/cpd-intelligent-loan-agent-app

    I am new with Python so any pointers to build a similar project for learning purposes would be greatly appreciated!
    Karem

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    Karem Ortiz
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