retical principles- Allows the reader to apply entropy theory to the solution of practical problems- Assumes minimal existing mathematical knowledge- Discusses the theory and its various aspects in both univariate and bivariate cases- Covers newly expanding areas including neural networks from an entropy perspective and future developments.