Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
(principal components) are constructed from the original variables that still encapsulate the essence of the data. Correlated Variables: In datasets where variables are highly correlated, PCA helps to make the dataset easier to work with by removing these correlations as each principal component is