Ethical Machine Learning in Health Care

The use of machine learning (ML) in health care raises numerous ethical
concerns, especially as models can amplify existing health inequities. Here, we
outline ethical considerations for equitable ML in the advancement of health
care. Specifically, we fra… Read more


From PhD to Machine Learning Engineer

Not enough is being said about the increasingly common transition from doing a PhD in machine learning to machine learning engineering (or data scientist) in the industry. A good PhD education primarily trains one to conduct scientific research. (more…)

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Machine Learning in Production

After days and nights of hard work, going from feature engineering to cross validation, you finally managed to reach the prediction score that you wanted. Is it over? Well, since you did a great job… (more…)

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