Statistics, Mathematics, Hypothesis Testing, Anova, Design Of Experiments.
utilized in one iteration. Suppose if the batch size is the complete training dataset, then the number of iterations equals the number of epochs. Generally, this is not the case. Many models are designed with more than one epoch. The product of dataset size (D) and the number of epochs (E) are