It’s tempting just to replicate all databases in the cloud, but it’s a much better approach to get your data house in order as part of the move. Last week I discussed database normalization as a best ...

IF-MAP isn’t a big data security analytics requirement but it could go a long way toward making data collection, normalization, and sharing a bit easier. This is especially important because there ...

Many people seem to become filled with anxiety over the word “normalization.” Mentioning the word causes folks to slowly back away toward the exits. Why? What might have caused this data modeling ...

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 ...

Analyzing network security events for intrusion detection and forensics is a good and popular reason to implement log management, but it’s not the only reason. Auditing and compliance are becoming ...

A topic that's often very confusing for beginners when using neural networks is data normalization and encoding. Because neural networks work internally with numeric data, binary data (such as sex, ...