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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 defining default, aligning models with business goals and KPIs, and meeting regulatory standards. Learn data inventory, feature engineering, cleaning, leakage control, then build and validate models with logistic regression, WOE, and tree-based methods. Finally, create scorecards, pricing, decision rules, and monitoring for production-ready credit models.

Elevify advantages

Develop skills

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

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

Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
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Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
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Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
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André FelipePrompt Engineering Student

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