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XAI course

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

What Will I Learn?

Gain hands-on expertise in developing, interpreting, and overseeing credit risk models confidently. Cover data exploration, feature engineering, preprocessing, and training interpretable models. Delve into global and local explainability techniques, fairness assessments, bias identification, and mitigation strategies. Produce stakeholder-friendly reports, dashboards, and narratives that drive decisions and comply with regulations.

Elevify Advantages

Develop Skills

  • Develop explainable credit risk models through training, calibration, and thorough documentation.
  • Utilise SHAP and global XAI methods to swiftly uncover key factors and model dynamics.
  • Engineer equitable, regulation-compliant AI by identifying biases, assessing effects, and devising remedies.
  • Generate precise local explanations using SHAP, LIME, and counterfactual scenarios.
  • Produce polished XAI deliverables for stakeholders, including dashboards, APIs, and verifiable audit trails.

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 for the Prison System, and the course from Elevify was crucial for me to be the chosen one.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Great course. Lots of valuable information.
WiltonCivil Firefighter

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