Epoch, Iteration and Batch in Deep Learning

Deep learning has emerged as one of the most powerful techniques in machine learning and artificial intelligence. It has revolutionized many fields, including image recognition, natural language processing, speech recognition, and more. In this article, we will explore three fundamental concepts in deep learning: epoch, iteration, and batch. These concepts are essential in training deep neural networks and improving their accuracy and performance.

1. Epoch:

An epoch is a complete pass through th...