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Design real-time data science project
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Module 2
Strategic Data Preparation for Credit Risk
1
Loan Data Preprocessing Strategy
Develop a data preparation strategy for the loan dataset, justifying choices for handling missing values, outliers, and class imbalance.
2
Feature Engineering for Credit Risk Modeling
Engineer and select domain-specific features for credit risk, justifying choices for encoding and scaling in preparation for modeling.
Previous module
Project Scoping & Business Framing
Next module
Comparative Modeling and Selection