Kernel Trick, Support Vector Machine, Svm, Machine Learning, Data Science.
two facts mean that I can take my favorite machine learning algorithm, express it in terms of dot products, and then since my kernel is also a dot product in some space, replace the dot product by my favorite kernel. Why Kernels as opposed to feature vectors? One big reason is that in many cases,