Machine Learning, Python, Linear Regression, Gradient Descent, Regression Analysis.
Mini Batch Stochastic Gradient Descent. Suppose we have n observations in our dataset. If we use: all n data points, it is Gradient Descent. only single data point, it is Stochastic Gradient Descent. k (1<k<n) data points, it is Mini Batch Stochastic Gradient Descent. SGD Regressor Sklearn has a