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XAI course

XAI course
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.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor of 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 where I work.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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