Principal Component Analysis (PCA), Part-2: Python Coding Example-1

In this example, we will first generate a dataset with two correlated features. Then, following the PCA process outlined in Part 1, we will compute the principal components of these features. Finally, we will display all relevant information. By the end of this example, you will have a clear, step-by-step understanding of how to calculate principal components.