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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

Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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