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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 practical Explainable AI Course teaches building transparent loan and credit-risk models from real data, defining targets, engineering features for reliable predictions, applying global and local explainability, designing clear approval reasons, addressing fairness and bias, and deploying compliant, auditable production systems.

Elevify advantages

Develop skills

  • Build fair loan models by detecting bias, using metrics, and implementing quick compliant fixes.
  • Explain models globally with feature importance and PDPs for clear loan insights.
  • Deliver local decisions using 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 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 for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet my boss's and the company's expectations.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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