Machine Learning, Neural Networks, Gradient Descent, Optimization, Data Science.
training data for a single step. The cost keeps on decreasing over the epochs. Stochastic Gradient Descent In Batch Gradient Descent we were considering all the examples for every step of Gradient Descent. But what if our dataset is very huge. Deep learning models crave for data. The more the data