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What Your Nonprofit Needs To Know About Machine Learning

Global Giving

Most machine learning techniques revolve around simple arithmetic. For example, a model built to predict if an email is spam will need to be trained on a dataset of emails with labels indicating whether each training example is spam or not. Do you have a plan for managing issues around ethics, bias, and interpretability?