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Eliminating Bias in AI Algorithms Course

Eliminating Bias in AI Algorithms Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

This course equips you with hands-on skills to audit lending datasets, identify hidden biases, and assess model performance across diverse groups. Explore crucial fairness metrics, legal requirements, and practical mitigation methods using real-world tools and tests. Develop strong monitoring, documentation, and human oversight systems to ensure automated credit decisions remain fair, transparent, and accountable throughout their lifecycle.

Elevify advantages

Develop skills

  • Diagnose AI bias by auditing lending data, detecting hidden harms, and flagging risks quickly.
  • Apply fairness metrics like parity, odds, and impact tests to meet legal standards.
  • Mitigate bias in models by tuning data, features, and thresholds for fair credit decisions.
  • Explain AI decisions through model cards, reports, and clear messages for applicants.
  • Operationalise ethics with monitoring, governance, and human review processes for AI.

Suggested summary

Before starting, you can change the chapters and the 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 chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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