Starting with the simple Nearest Centroid Classifier and then Fishers Linear Discriminant Analysis, we'll begin building up our knowledge base of machine learning methods. We'll go over the intuition and idea of both approaches and then even derive or prove the solution Fisher's LDA proposes. Enjoy!