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XAI course

XAI course
flexible workload from 4 to 360h
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 identification, and remedies. Produce straightforward reports, dashboards, and stories that meet stakeholder demands, aid choices, and comply with rules.

Elevify advantages

Develop skills

  • Build transparent credit risk models: train, calibrate, and record predictions clearly.
  • Use SHAP and global XAI methods: uncover vital factors and model patterns quickly.
  • Develop fair, rule-compliant AI: spot bias, gauge effects, and apply fixes.
  • Produce precise local explanations: apply SHAP, LIME, and what-if scenarios.
  • Prepare XAI reports for stakeholders: build 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 selected.
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 valuable information.
WiltonCivil Firefighter

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