Machine Learning, Deep Learning, Stochastic Gradient, Data Science, Editors Pick.
Residual Sum of Squares in Linear Regression. Stochastic Gradient Descent is a stochastic, as in probabilistic, spin on Gradient Descent. It improves on the limitations of Gradient Descent and performs much better in large-scale datasets. That’s why it is widely used as the optimization algorithm