Learn what the scree plot is, how to create it, and how to use it to determine the optimal number of components in PCA for data analysis.

So, the idea is 10-dimensional data gives you 10 principal components, but PCA tries to put maximum possible information in the first component, then maximum remaining information in the second and so ...