Beginner-friendly Machine Learning articles

Machine Learning is, put simply, getting computers to generalize from examples. And that’s what I try to do: put things simply. My posts on Machine Learning (ML) consist primarily of beginner-focused introductions to common ML models or concepts, and I st… Read more

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Causality for Machine Learning

Graphical causal inference as pioneered by Judea Pearl arose from research on artificial intelligence (AI), and for a long time had little connection to the field of machine learning. This article discusses where links have been and should be establishe... (more…)

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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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