Bayesian Statistics

Stop Blaming the Data: A Higher Method to Handle Covariance Shift

Despite tabular data being the bread and butter of industry data science, data shifts are sometimes missed when analyzing model performance. We’ve all been there: You develop a machine learning model, achieve great results in...

Prescriptive Modeling Unpacked: A Complete Guide to Intervention With Bayesian Modeling.

In this text, I'll reveal tips on how to move from simply forecasting outcomes to actively intervening in systems to steer toward desired goals. With hands-on examples in predictive maintenance, I'll show how data-driven...

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