Positive Definite Kernels, RKHS and Representer Theorem

Brief of the Video:

In this lecture, Prof. P.S. Sastry from IISc Bangalore discusses why kernels are a good way to capture similarity and why they are useful in general.

Copyright

Lecture videos are linked and streamed with permission from The National Programme on Technology Enhanced Learning (NPTEL), an initiative by seven IITs and the IISs for creating course contents in engineering and science, and funded by the Ministry of Human Resource Development. Copyright to this content is owned and maintained by the institutes participating in the NPTEL.