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Explainable AI Course

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

What will I learn?

This short, practical Explainable AI Course shows you how to build transparent loan and credit-risk models from real datasets, define targets, and engineer features for reliable predictions. You will apply global and local explainability methods, design clear approval and rejection reasons, address fairness and bias, and deploy an explainability-first system that is compliant, auditable, and ready for production use.

Elevify advantages

Develop skills

  • Build fair loan models: detect bias, apply metrics, and ship compliant fixes fast.
  • Explain models globally: use feature importance and PDPs for clear loan insights.
  • Deliver local decisions: apply SHAP, LIME, and counterfactuals in plain english.
  • Design XAI-first systems: integrate explanations into APIs, UI, and monitoring.
  • Engineer credit data: craft 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 Prison System Intelligence Advisor and the course from Elevify was crucial in my selection.
EmersonPolice Investigator
The course was essential in meeting my boss's and the company's expectations.
SilviaNurse
Very excellent course. Lots of valuable information.
WiltonCivil Firefighter

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