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XAI course

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

What will I learn?

This course equips you with practical skills to construct, interpret, and oversee credit risk models effectively. You will explore data, engineer features, preprocess inputs, and train reliable, understandable models. Gain expertise in global and local explainability techniques, fairness assessments, bias identification, and mitigation strategies. Develop compelling reports, dashboards, and narratives that inform stakeholders, underpin decisions, and comply with regulations.

Elevify advantages

Develop skills

  • Develop explainable credit risk models through training, calibration, and thorough documentation.
  • Utilise SHAP and global explainability methods to uncover vital drivers and model patterns swiftly.
  • Engineer equitable, regulation-compliant AI systems by identifying bias, evaluating effects, and devising remedies.
  • Produce precise local explanations employing SHAP, LIME, and counterfactual scenarios.
  • Generate comprehensive, stakeholder-oriented explainability reports featuring dashboards, APIs, and verifiable logs.

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 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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