The Kernel Trick - THE MATH YOU SHOULD KNOW!

164
by Super User, 4 weeks ago.
0 0
Some parametric methods, like polynomial regression and Support Vector Machines stand out as being very versatile. This is due to a concept called "Kernelization".

In this video, we are going to kernelize linear regression. And show how they can be incorporated in other Algorithms to solve complex problems.

If you like this video, hit that like button. If you’re new here, hit that SUBSCRIBE button and ring that bell for notifications!


FOLLOW ME

Quora: https://www.quora.com/profile/Ajay-Halthor

REFERENCES

[1] The Kernel Trick: https://people.eecs.berkeley.edu/~jordan/courses/281B-spring04/lectures/lec3.pdf
[2] Positive Definite Kernels: https://en.wikipedia.org/wiki/Positive-definite_kernel