Brief introduction on the mathematics behind the popular machine learning tool called Support Vector Machine: the Reproducing Kernel Hilbert Space.
This class gives an overview of Reproducing Kernel Hilbert Spaces.
General concepts that are necessary to understand the intuition and formal definition of Reproducing Kernel Hilbert Spaces are reviewed.
Additionally, illustrative data examples are provided.