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
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