The Kernel Trick - THE MATH YOU SHOULD KNOW!
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.
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REFERENCES
[1] The Kernel Trick: https://people.eecs.berkeley.edu/~jor...
[2] Positive Definite Kernels: https://en.wikipedia.org/wiki/Positiv...