Cases of bias and discrimination throughout a number of machine learning programs have lifted many ethical queries regarding the usage of artificial intelligence. How can we safeguard from bias and discrimination if the training data alone can be created by biased human processes? Whilst companies normally have fantastic intentions for his or her a