1st lecture on foundations of kernel methods

Prereq (To understand this lecture, you must have already mastered): Basic Machine Learning Concepts, Regression, Classification, PCA, LDA Topics: How can we interpret function as a vector, or point in space. Visualizing a space of functions, also known as Hypothesis space The Reproducing Property Understanding Spaces The Reproducing Kernel Hilbert Space What is a kernel function? What is a reproducing kernel?