Image Processing, Data Visualization, Data Science, Python, Linear Algebra.
The next step is to order eigenvectors by their eigenvalue, highest to lowest, to rearrange principal components in order of significance. We need to transform the data in the direction of ordered eigenvectors which in turn results in principal components. 6. Validation of Principal Components