Data Science, Machine Learning, Pca, Big Data, Principal Component.
principal components. But we are only interested in the first few important components that are enough to explain a good amount of variation in the dataset. One way to determine this is to look at the cumulative explained variance ratio which is a function of the number of components. A scree plot