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Explainable AI Course

Explainable AI Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

This practical Explainable AI Course teaches building transparent loan and credit-risk models from real data, defining targets, engineering features for accurate predictions, applying global and local explainability methods, creating clear approval and rejection reasons, tackling fairness and bias issues, and deploying compliant, auditable production systems.

Elevify advantages

Develop skills

  • Build fair loan models by detecting bias, applying metrics, and implementing compliant fixes quickly.
  • Explain models globally using feature importance and PDPs for clear loan insights.
  • Deliver local decisions with SHAP, LIME, and counterfactuals in simple English.
  • Design XAI-first systems by integrating explanations into APIs, UI, and monitoring.
  • Engineer credit data to create calibrated, interpretable models for risk scoring.

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

I was just promoted to Intelligence Advisor of the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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