Linear Discriminant Analysis(LDA): Complete Derivation [E19.1]

In this video, I have shown the derivation as to how can we find the direction of maximum separation of the classes. Link to the notes used in the above videos https://drive.google.com/open?id=18Fp1iNuKLaFC6dMOKAnKW0tgrQhLPEA5