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XAI course

XAI course
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

Gain hands-on skills to develop, interpret, and oversee credit risk models reliably. Explore data, engineer features, preprocess inputs, and train accurate, understandable models. Excel in global and local explanations, fairness checks, bias identification, and correction. Produce stakeholder-friendly reports, dashboards, and stories that drive decisions and comply with regulations.

Elevify advantages

Develop skills

  • Develop explainable credit models: train, calibrate, and record risk forecasts.
  • Use SHAP and global XAI methods: uncover vital factors and model patterns quickly.
  • Build fair, regulation-compliant AI: spot bias, gauge effects, and devise remedies.
  • Produce precise local explanations: apply SHAP, LIME, and counterfactual scenarios.
  • Generate stakeholder-approved XAI reports: include dashboards, APIs, and verifiable logs.

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 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 where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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