Learn machine learning from the ground up - using Python and a handful of fundamental tools. This repository contains a range of resources associated with the 2nd edition of the university textbook ...

IEEE OUI database integration (1.2 MB, bundled) Locally Administered Address (LAA) detection Automatic vendor lookup for physical devices VM/Container/VPN device identification Singleton pattern for ...

Hard disk failures are generally divided into two types: predictable and unpredictable. The latter may occur occasionally and is difficult to prevent, such as sudden chip failure, mechanical impact, ...

Deep learning’s performance on the imbalanced small data is substantially degraded by overfitting. Recurrent neural networks retain better performance in such tasks by constructing dynamical systems ...

The story of how data became big starts many years before the current buzz around big data. Already seventy years ago we encounter the first attempts to quantify the growth rate in the volume of data ...