Classroom Fundaes
When Classroom Lectures seem too long .
Menu
Home
Topics
CFD
MVDA
Aspen Plus
ML
Youtube PlayList
Contact
MVDA
Multi Variate Data Analytics
Below are the list of topics covered under MVDA .
OLS , TLS.
Assignment-1
Assignment-2
PCA - An Introduction (Math of SVD).
PCA - Post 2 (PCA Algorithm).
PCA - Post 3 (PCR).
PCA - Post 4 (Scaling in PCA).
Assignment-3
Assignment-4
Assignment-5
Assignment-6
No comments:
Post a Comment
Home
Subscribe to:
Posts (Atom)
PCA - An introduction
Introduction The origin of PCA is just analogous to TLS (Total Least Squares ) ,used for regression but it is extended to data compress...
PCA - Post 2
Although I had mentioned about the number of constraint equations based on the row rank of the matrix , when it comes to real life scenari...
PCA - Post 3
The previous two posts would have given you an intuitive understanding of the mathematics involved in PCA . This post is going to present t...
No comments:
Post a Comment