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In 2019, machine learning brought the 10 revolution to manufacturing

Machine learning reduced unplanned machine downtime by 15-30%, production volume by 20%, maintenance cost by 30%, and quality by 35%.

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Understand the evaluation metrics of the classification task

I will demonstrate how our classification model measures performance. There are subtle differences in deciding how to measure performance. But first, let's create a data frame for 0 and 1.

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5 major limitations of machine learning

In this article, my goal is to convince readers that sometimes machine learning is the right solution, and sometimes it is the wrong solution.

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