5 Types of bias & how to eliminate them in your machine learning project

The following is a devastating truth about a biased machine learning program that happened in real life. It is safe to say that the following is an example of the reasons why racism still exists. It's what I'd like to start with to show you how important it is to fix any bias in your AI program. Developed by a private company called Equivant (formerly Northpointe). Compas is a machine learning algorithm that predicts the defendant's likelihoods to commit crimes, it has been shown that it makes biased predictions about who is more likely to recommit crimes.