# Therefore, it is important to place all the features on the same scale before doing a PCA or t-SNE # The standard scaler will subtract the mean of each feature and divide by its standard deviations ...

In the previous three articles, I explained the mechanism of PCA from scratch. Because you have the experience of manual calculations with NumPy, you understand what the library is doing behind the ...