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Credit Risk - Case Study

Data and Methodology

1. Methodology
2. Initial Data Discovery
3. Data Profile Reports
4. Product Understanding

Experiments

5. Exploratory Data Analysis
6. Testing Assumptions
7. Test Hypothesis

ML Experiments

8. Feature Engineering
9. Baseline Model
10. Model Tuning
11. Results

Credit Risk Decision API

12. Overview
13. Objectives and Key Results
14. Risk Segmentation
15. User Story

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By Otto von Sperling

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