Bias is a tendency to prefer one person or thing over another, and to then favour that person or thing. Bias matters because anyone who is on the receiving end of negative bias, bias against them, is being treated unfairly. There are numerous examples of how bias can creep into our machine learning (ML) models, and a few examples are…
