Machine Learning, Deep Learning, Stochastic Gradient, Data Science, Editors Pick.
issues and speed up the convergence in large datasets. Stochastic Gradient Descent is a probabilistic approximation of Gradient Descent. It is an approximation because, at each step, the algorithm calculates the gradient for one observation picked at random, instead of calculating the gradient for