Mahalanobis Distance - intuitive understanding through graphs and tables

After going through this video- you will know What is Mahalanobis Distance? Where it is used in linear discriminant analysis? Issues with Euclidian distance An intuitive understanding of Mahalanobis distance formula How does it get rid of some of the issues of Euclidian distance?