However, in the process of normalizing, the data modeler must identify the objects that are meaningful and useful to the organization. The goal of data modeling is not to define an objective reality.

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 ...

A proper database design cannot be thrown together quickly by novices. A practiced and formal approach to gathering data requirements and modeling data is mandatory. This modeling effort requires a ...