Machine Learning, Mathematics, Math, Math For Machine Learning, Data Science.
Descent 2 | Stochastic Gradient Descent (SGD) 3 | Mini-Batch Gradient Descent 4 | Momentum 5 | Nesterov Accelerated Gradient (NAG) 6 | Adagrad (Adaptive Gradient Algorithm) 7 | RMSprop (Root Mean Square Propagation) 8 | Adam (Adaptive Moment Estimation) Chapter 8 — Distribution 1 | Bernoulli