Gradient Descent, Data Science, Data Visualization, Deep Learning, Machine Learning.
depends on many factors, such as the size of the dataset, the complexity of the model, the implementation details, and the choice of hyperparameters. Therefore, in some cases, it is possible that SGD can be faster than BGD even with the same number of epochs. Overall, the choice between SGD and BGD