Difference Between SVD and PCA


#1

Hello,
As per my understanding PCA and SVD used for Dimensionality reduction by removing the redundant/correlated variables then What is the difference between SVD and PCA ?

Can somebody explain ?

Thanks,
Sirisha.


#2

Hello,

You can get more details here:

And in the additional references included.

Regards,
Carlos Ortega