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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

Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... thank you for everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons get straight to the point and how I can switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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