Kernel Method - What do you mean by kernel method?

One approach of approximating the value of a function at a given moment in time is the kernel technique, which is employed in machine learning. It takes the idea of a Support Vector Machine and builds upon it. Many machine learning operations, including clustering, classification, and regression, make use of kernel approaches.