Machine Learning, Data Science, Data Visualisation, Linear Algebra, Math.
geometrically we just proved that PC1 explains more variation of the data than PC2. Great!! so now we have explored a geometric explanation of Eigenvectors and Eigenvalues. But there is one last step we must look at in order to convert our 2D plot into a 1D plot. Lets take PC1 and PC2 and treat