Machine Learning, Data Science, Geoscience, Artificial Intelligence, AI.
is an unsupervised method that performs linear transformation to reduce the dimension of our data. PCA (Principal Component Analysis) can reduce data to a lower dimension while keeping the information (variance) in our data. Figure 1. PCA illustration