Dr. James McCaffrey of Microsoft Research uses a full code sample and screenshots to show how to programmatically normalize numeric data for use in a machine learning system such as a deep neural ...

“In other words, when I’m in my machine learning framework, and I’m figuring out how we get from this set of inputs to a really good prediction, I might normalize that data.” Some normalization may be ...

Abstract: Machine learning systems require massive amounts of labeled training data in order to achieve high ... data points which minimize the Predictive Normalized Maximum Likelihood (pNML) regret ...