Machine Learning, Data Science, Statistics, Mathematics, Data.
accepts inputs in the original lower dimensional space and returns the dot product of the transformed vectors in the higher dimensional space. There are also theorems which guarantee the existence of such kernel functions under certain conditions. It can somewhat help to understand how the kernel