Machine Learning, Education, Scikit Learn, Unsupervised Learning, Clustering.
The next steps are easier to digest. We multiply the matrix of our data X by these components to get the projection of our data onto the orthogonal basis of the chosen components. If the number of components was smaller than the initial space dimensionality, remember that we will lose some