Posted: 05/10/2019 - 01:33
Today, where machines make decisions, the notion of the “right set of data” becomes a lot harder to understand. This is because machines learn differently than we do. In addition, the rationale for the output that they produce is more difficult to reconstruct. Machines do not have the intuition or the critical reasoning that can help to elevate or discount one data point over another. Input data must be free from bias, representative and as accurate as possible.