XAI course
This course equips you to master Explainable AI (XAI) for credit risk management. You will construct interpretable models, evaluate and reduce bias, set up monitoring and fairness checks, and convert SHAP analysis into straightforward explanations that align with regulatory standards and business requirements, ensuring confident decision-making.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
Gain hands-on skills to develop, interpret, and track credit risk models effectively. Explore data, engineer features, preprocess inputs, and build reliable, understandable models. Learn global and local explainability techniques, fairness checks, bias identification, and correction methods. Produce stakeholder-friendly reports, dashboards, and stories that aid decisions and comply with regulations.
Elevify advantages
Develop skills
- Develop explainable credit models by training, calibrating, and recording risk forecasts.
- Use SHAP and global XAI methods to uncover vital factors and model patterns quickly.
- Build fair and regulation-compliant AI through bias detection, impact assessment, and remedy strategies.
- Produce detailed local explanations using SHAP, LIME, and hypothetical scenarios.
- Prepare XAI reports for stakeholders with dashboards, APIs, and verifiable records.
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.What our students say
Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.

Giulio CarloPrompt Engineering Student
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course