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XAI course

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

What will I learn?

Gain hands-on skills to develop, interpret, and oversee credit risk models effectively. Explore data preparation, feature engineering, and preprocessing techniques. Build reliable, transparent models and apply global and local explainability methods. Assess fairness, detect biases, and implement mitigation strategies. Produce stakeholder-friendly reports, dashboards, and narratives that align with regulations and drive informed decisions.

Elevify advantages

Develop skills

  • Develop explainable credit risk models through training, calibration, and thorough documentation.
  • Utilize SHAP and global XAI techniques to quickly identify key factors and model patterns.
  • Engineer fair and regulatory-compliant AI by identifying biases, assessing effects, and devising remedies.
  • Generate detailed local explanations using SHAP, LIME, and counterfactual scenarios.
  • Produce comprehensive XAI reports 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 Correctional 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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