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 ...

We collected a unique pair of microRNA sequencing data sets for the same set of tumor samples; one data set was collected with and the other without uniform handling and balanced design. The former ...

The ultimate goal of a hypothetical ML system is to use the demo data to create a neural network model that predicts political leaning from sex, age, region, and income. The demo analyzes the age and ...