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Loan Default Analysis 

Tue August 13, 2019 08:53 AM

Identify potential credit risks in your loan portfolio. The Loan Default Analysis business glossary can jump-start your analysis.

What's included?

A structured business glossary of more than 135 banking business terms.

How does it work?

This glossary provides the information architecture that you need to assess whether a loan is a safe bet or a big risk for credit exposure. Your data scientists can use the data associated with this glossary to analyze loan repayments to identify characteristics that indicate a customer is likely to default on a loan.

When you import the accelerator, the terms are added to your business glossary under the Loan Default Analysis category.

A sample of the terms included in the Loan Default Analysis accelerator.

Prerequisites

Required services: To use the industry accelerators, you must install the following service on IBM® Cloud Pak for Data
Service Required for
Watson Knowledge Catalog Importing data governance artifacts, such as business terms and categories. See Installing Watson Knowledge Catalog.

Importing the accelerator

To use this accelerator on Cloud Pak for Data v2.5.0.0, complete the following steps:

  1. Download the loan-default-analysis-industry-accelerator.tar.gz file, which is available on the https://github.com/IBM/Industry-Accelerators repository.
  2. Extract the contents of the package.
  3. Import the governance artifacts to Cloud Pak for Data:
    1. Log into the Cloud Pak for Data web client as a user that has the Manage categories permission and the Author governance artifacts permission.
    2. Import the CSV file that defines the categories. The file name should have the following format: accelerator-name-glossary-categories.csv.

      See Managing categories.

    3. Import the CSV file that defines the business terms. The file name should have the following format: accelerator-name-glossary-terms.csv.

      See Managing business terms for the business glossary.

To use this accelerator on Cloud Pak for Data v2.1.0.0, complete the following steps:

  1. Download the loan-default-analysis-industry-accelerator.tar.gz file, which is available on the https://github.com/IBM/Industry-Accelerators repository.
  2. Extract the contents of the package.
  3. Import the XML file from the Cloud Pak for Data web client. For details, see Importing a data dictionary in the Cloud Pak for Data documentation.

Release Notes

This accelerator has been verified on:

  • Cloud Pak for Data v2.1.0.2
  • Cloud Pak for Data v2.5.0.0

About the developer:

IBM

Licensing

This project contains Sample Materials, provided under license.
Licensed Materials - Property of IBM.
© Copyright IBM Corp. 2019. All Rights Reserved.
US Government Users Restricted Rights - Use, duplication or disclosure restricted by GSA ADP Schedule Contract with IBM Corp.

Terms and conditions

Before you use the Industry Accelerators that are being linked to from this IBM Cloud Pak for Data Community page, you must agree on the terms and conditions that are set forth here:
This information contains sample modules, exercises, and code samples (the code may be provided in source code form) (collectively “Sample Materials”). You may copy, modify, and distribute these Sample Materials for your internal use only provided such use is within the limits of the license rights of the IBM agreement under which you are licensing IBM Cloud Pak for Data. Notwithstanding anything to the contrary, IBM PROVIDES THE SAMPLE MATERIALS ON AN "AS IS" BASIS AND IBM DISCLAIMS ALL WARRANTIES, EXPRESS OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, ANY IMPLIED WARRANTIES OR CONDITIONS OF MERCHANTABILITY, SATISFACTORY QUALITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE, AND ANY WARRANTY OR CONDITION OF NON-INFRINGEMENT. IBM SHALL NOT BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY OR ECONOMIC CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR OPERATION OF THE SAMPLE MATERIALS. IBM SHALL NOT BE LIABLE FOR LOSS OF, OR DAMAGE TO, DATA, OR FOR LOST PROFITS, BUSINESS REVENUE, GOODWILL, OR ANTICIPATED SAVINGS. IBM HAS NO OBLIGATION TO PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS OR MODIFICATIONS TO THE SAMPLE MATERIALS.

The Industry Accelerators might include applicable third-party licenses. Review the third-party licenses before you use any of the Industry Accelerators. You can find the third-party licenses that apply to each sample in the notices.txt file that is included with each sample.



#Featured-area-2
#governance
#IBM #banking

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