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Credit Risk Modeling Course

Credit Risk Modeling Course
4 to 360 hours of flexible workload
certificate valid in your country

What Will I Learn?

This Credit Risk Modelling Course teaches you how to define default, align models with business objectives and KPIs, and meet regulatory and compliance requirements. You will learn data inventory, feature engineering, cleaning, and leakage control, then build and validate models using logistic regression, WOE, and tree-based methods. Finally, you design scorecards, pricing, decision rules, and monitoring for robust, production-ready credit models.

Elevify Advantages

Develop Skills

  • Design credit risk datasets: build predictive, stable loan features quickly.
  • Clean and prep credit data: fix missing values, outliers, and leakage risks.
  • Build and tune PD models: logistic and tree ensembles for real loan portfolios.
  • Evaluate and calibrate scores: AUC, KS, PSI, and cost-based cutoffs in practice.
  • Operationalise scorecards: pricing, limits, decisions, and monitoring in production.

Suggested Summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be the chosen one.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Great course. Lots of valuable information.
WiltonCivil Firefighter

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