Data Science, Machine Learning, Pca, Big Data, Principal Component.
generalize accurately, grows exponentially. To overcome this problem we need to identify the most important features in our dataset. One such method to identify the principal features from the dataset, thereby reducing the dimensionality of the dataset, is Principal Component Analysis (PCA).