Kernel Trick, Support Vector Machine, Svm, Machine Learning, Data Science.
then? Two beautiful mathematical facts come to our rescue: Under some conditions, every kernel function can be expressed as a dot product in a (possibly infinite dimensional) feature space (Mercer’s theorem). Many machine learning algorithms can be expressed entirely in terms of dot products. These