Anblicks interview question

What is PCA? When do you use it?

Interview Answers

Anonymous

4 Dec 2022

Principal component analysis (PCA) is most commonly used for dimension reduction. In this case, PCA measures the variation in each variable (or column in the table). If there is little variation, it throws the variable out, as illustrated in the figure below:

1

Anonymous

20 Jan 2023

Principal Component Analysis is used to explain the variance- covariance structure of a set of variables through liner combination