Machine Learning, Python, Linear Regression, Gradient Descent, Regression Analysis.
Descent In SGD, one random sample is picked for each step. And it uses that one sample to calculate the derivatives. So, for 1,000,000 observations, it will calculate the terms 1,000,000 times. However, it is more common to select a small subset of data or mini-batch for each step. It is called