Converting a Probability to Fail Into a Time to Failure Metric

Getting the most out of your Probability to Fail Models. With predictive maintenance problems, there are two common metrics that represent the health of your asset.

Machine Learning for Equipment Failure Prediction

I spent roughly four years of my life studying equipment failure problems as a Data Scientist. This article includes the better part of what I learned along the way.