Kernel is a word with at least two different meanings in computer science/software development.
On the one hand, the kernel is a component of the operating system, also called "system kernel". It is the lowest software layer of an operating system, this is where the interaction with the hardware takes place.
On the other hand, the kernel is a term from machine learning. The Kernel is an algorithm (e.g. Support Vector Machine) that allows for example the classification of data sets within a two-dimensional space very precisely by projecting these data into a higher-dimensional space (here: three-dimensional space), so that the classification is very easy.
Author
Sebastian Zang
Sebastian Zang has cultivated a distinguished career in the IT industry, leading a wide range of software initiatives with a strong emphasis on automation and corporate growth. In his current role as Vice President Partners & Alliances at Beta Systems Software AG, he draws on his extensive expertise to spearhead global technological innovation. A graduate of Universität Passau, Sebastian brings a wealth of international experience, having worked across diverse markets and industries. In addition to his technical acumen, he is widely recognized for his thought leadership in areas such as automation, artificial intelligence, and business strategy.
