Mercer Theorem and Kernels

This lecture covers the Mercer Theorem, Kernels, and their applications in machine learning, focusing on positive definite kernels, continuous functions, and the speed-up of kernel methods. It explains the concept of kernels, their properties, and how they can be used to efficiently solve complex problems.