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Credit Risk Modeling Course

Credit Risk Modeling Course
from 4 to 360h flexible workload
valid certificate 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 expectations. 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 prepare 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 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 of the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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