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Credit Risk Modeling Course

Credit Risk Modeling Course
flexible workload from 4 to 360h
valid certificate in your country

What will I learn?

This Credit Risk Modeling Course shows you how to define default, align models with business objectives and KPIs, and respect 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 fast.
  • 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.
  • Operationalize 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

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'm grateful 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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