Data Science, Machine Learning, Algorithms, Predictive Modeling.
mathematics, go through this article. The variance along each component has the following relation: PCA_1 > PCA_2 > …. > PCA_n (PCA_i denotes principle component i) Implementation of this algorithm can be easily explained by considering an example of a dataset with two dimensions. In the graph