Machine Learning, Deep Learning, Stochastic Gradient, Data Science, Editors Pick.
time. The algorithm will eventually converge, but it might take a long time to do so. Gradient Descent’s Limitations Gradient Descent is a powerful algorithm. But in a real-world scenarios with ever growing datasets, it has two major limitations: Calculating derivatives for the entire dataset is