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XAI course

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

What will I learn?

Gain hands-on skills to develop, interpret, and track credit risk models effectively. Explore data, engineer features, preprocess inputs, and build reliable, understandable models. Learn global and local explainability techniques, fairness checks, bias identification, and correction methods. Produce stakeholder-friendly reports, dashboards, and stories that aid decisions and comply with regulations.

Elevify advantages

Develop skills

  • Develop explainable credit models by training, calibrating, and recording risk forecasts.
  • Use SHAP and global XAI methods to uncover vital factors and model patterns quickly.
  • Build fair and regulation-compliant AI through bias detection, impact assessment, and remedy strategies.
  • Produce detailed local explanations using SHAP, LIME, and hypothetical scenarios.
  • Prepare XAI reports for stakeholders with dashboards, APIs, and verifiable records.

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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