Gradient Descent, Data Science, Data Visualization, Deep Learning, Machine Learning.
This makes SGD much faster than BGD, especially for large datasets, as it computes the gradients for a subset of data points instead of the entire dataset. One of the key advantages of SGD is that it can help the model avoid getting stuck in a local minimum, which can happen with BGD. With SGD, the