XAI course
Master explainable AI for credit risk modelling. Build transparent models, assess and reduce bias, set up monitoring and fairness reviews, and convert SHAP analysis into simple explanations that align with business goals and regulatory standards. Learn practical tools to make AI trustworthy and compliant in real-world finance.

from 4 to 360h flexible workload
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. Dive into global and local explanations, fairness checks, bias spotting, and fixes. Produce straightforward reports, dashboards, and stories that meet stakeholder demands and regulations.
Elevify advantages
Develop skills
- Build transparent credit risk models: train, adjust, and record predictions properly.
- Use SHAP and overall XAI methods: uncover main factors and model patterns quickly.
- Develop fair and rule-compliant AI: spot bias, gauge effects, and apply fixes.
- Produce detailed local explanations: with SHAP, LIME, and what-if scenarios.
- Prepare XAI reports for stakeholders: including dashboards, APIs, and full audit records.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.

André FelipePrompt Engineering Student
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