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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 oversee credit risk models reliably. Explore data, engineer features, preprocess effectively, and train trustworthy, understandable models. Excel in global and local explanations, fairness checks, bias spotting, and fixes. Produce straightforward reports, dashboards, and stories that meet stakeholder needs, aid choices, and comply with rules.

Elevify advantages

Develop skills

  • Build transparent credit risk models: train, adjust, and record predictions clearly.
  • Use SHAP and overall XAI methods: uncover main factors and model patterns quickly.
  • Develop fair, rule-following AI: spot bias, gauge effects, and apply fixes.
  • Produce detailed local explanations: apply SHAP, LIME, and what-if scenarios.
  • Prepare XAI reports for stakeholders: build dashboards, APIs, and reliable logs.

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 for the Prison System, and the Elevify course was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Great course. A lot of valuable information.
WiltonCivil Firefighter

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