Pca, Principal Components, Dimensionality Reduction, Eigenvectors, Eigenvalue.
covariance matrix? Don’t worry, many of your concepts will be clear after going through this article. So let’s start with dummy data — Scatter plot of Dummy Data In our data for ease of understanding, we have only taken 4 data points with 2 variables X1 and X2. Notice that the correlation between