XAI course
Master XAI for credit risk: build interpretable models, measure and mitigate bias, design monitoring and fairness audits, and turn SHAP insights into clear, stakeholder-ready explanations that meet real regulatory and business needs.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The XAI Course gives you practical skills to build, explain, and monitor credit risk models with confidence. Learn data exploration, feature engineering, and preprocessing, then train calibrated, interpretable models. Master global and local explainability, fairness metrics, bias detection, and mitigation. Create clear reports, dashboards, and narratives that satisfy stakeholders, support decisions, and meet regulatory expectations.
Elevify advantages
Develop skills
- Build explainable credit models: train, calibrate and document risk predictions.
- Apply SHAP and global XAI tools: reveal key drivers and model behavior fast.
- Design fair, compliant AI: detect bias, measure impact and plan mitigation.
- Create clear local explanations: SHAP, LIME and counterfactual what-if stories.
- Deliver stakeholder-ready XAI reports: dashboards, APIs and audit-proof logs.
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 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 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 videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt 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