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Credit Risk Modeling Course

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

What will I learn?

This course teaches defining default, aligning models with business goals and KPIs, and meeting regulatory standards. Learn data inventory, feature engineering, cleaning, leakage control, building and validating models with logistic regression, WOE, tree-based methods, and designing scorecards, pricing, decision rules, monitoring for 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 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

Your classes 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 that I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way of presentation and video transcription, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot in learning.
André Felipe
André FelipePrompt Engineering Student

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