Machine Learning, Deep Learning, Data Science, Data Analytics, Statistics.
points at each step to calculate the derivatives. SGD randomly picks one data point from the whole data set at each iteration to reduce the computations enormously. It is also common to sample a small number of data points instead of just one point at each step and that is called “mini-batch”