Automatic Machine Learning

Auto is the new black (2) — AutoGluon, H2O AutoML and Google AutoML Tables

How they work and what’s behind them

Facundo Santiago
10 min readJun 2, 2020

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While Machine learning keeps achieving considerable successes in solving and improving any kind of problems, an ever-growing number of disciplines rely on it. However, this success crucially relies on machine learning experts to perform manual tasks. AutoML promises to change this reality and transform it into an experience of the type “data in, model out”.

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Facundo Santiago

Product Manager @ Microsoft AI. Graduate adjunct professor at University of Buenos Aires. Frustrated sociologist.