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, ...

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 ...

AI training and inference are all about running data through models — typically to make some kind of decision. But the paths that the calculations take aren’t always straightforward, and as a model ...

There are many types of experimental methods that often use normalization to fix the differences induced by factors other than what is immediately being analyzed. In particular, normalization can be ...

When the healthcare industry talks about data, the conversation usually focuses on interoperability and data standards. These are certainly important topics, but they don’t fully address the challenge ...

When the healthcare industry talks about data, the conversation usually focuses on interoperability and data standards. While these are certainly important, the most effective way to connect the dots ...

Semiconductor designer Lattice Semiconductor (NASDAQ:LSCC) in Q3 CY2025, with sales up 4.9% year on year to $133.3 million. The company expects next quarter’s revenue to be around $143 million, coming ...

According to Exegy, rapid growth in the foreign exchange (FX) markets has required firms to make costly upgrades to trading infrastructures that maintain and manage ...