Visual Studio Magazine

Data Prep for Machine Learning: Normalization

This article explains how to programmatically normalize numeric data for use in a machine learning (ML) system such as a deep neural network classifier or clustering algorithm. Suppose you are trying ...
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Associations of normalization and regularization with machine learning overfitting in cross-dataset classification of deaths using transcriptomic and clinical data

Normalization can standardize and improve machine learning (ML) performance on omics data. However, it is unclear whether normalization is associated with overfitting (i.e., worse cross-dataset ...
Visual Studio Magazine

Data Prep for Machine Learning: Normalization

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 ...