Data Science, Factor Analysis, Data, Machine Learning, Statistics.
between features. But, even in this small dummy dataset with only 17 features, the resulting pairplot is enormous and slow to compute. Which makes sense, since we have to plot 17 choose 2 = 136 individual plots. Feature normalization and scaling The first step in PCA is to normalize the data and