Principal Component, Unsupervised Learning, Dimensionality Reduction, Interview Questions, Machine Learning.
a dataset by non-linearly transforming the data into a new coordinate system where (most of) the variation in the data can be described with fewer dimensions than the initial data. PCA Algorithm: Step 1. Standardize the data to ensure that all variables have a mean of 0 and a standard deviation of