LDA Demonstration Linear Discriminant Analysis ~ a dimensionality reduction as well as a classification technique — with applications in document understanding Slide deck can be viewed here. Notebooks Link Description Implementation of discriminant functions and significance testing LDA — dimensionality reduction plus classification, comparison with PCA Document understanding ~ Sentiment analysis of reviews using a LDA classifier