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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 reliably. Explore data, engineer features, preprocess inputs, and train accurate, understandable models. Excel in global and local explanations, fairness checks, bias identification, and fixes. Produce stakeholder-friendly reports, dashboards, and stories that drive decisions and comply with rules.

Elevify advantages

Develop skills

  • Build transparent credit risk models: train, adjust, and record predictions.
  • Use SHAP and global XAI methods: uncover main factors and model patterns quickly.
  • Develop fair, rule-compliant AI: spot bias, gauge effects, and apply remedies.
  • Produce detailed local explanations: via SHAP, LIME, and scenario-based narratives.
  • Generate XAI reports for stakeholders: including dashboards, APIs, and verifiable 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 for 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
Great course. Lots of valuable information.
WiltonCivil Firefighter

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