Deep Learning - All Optimizers in One Video - SGD with Momentum, Adagrad, Adadelta, RMSprop, Adam Optimizers
Krish Naik via YouTube
Overview
Explore a comprehensive video tutorial on deep learning optimizers, covering Gradient Descent, Stochastic Gradient Descent (SGD), SGD with Momentum, Adagrad, Adadelta, RMSprop, and Adam. Gain in-depth knowledge of each optimizer's principles, advantages, and applications in machine learning and neural networks. Learn how these optimization algorithms improve model training efficiency and performance through detailed explanations and practical insights.
Syllabus
Gradient Descent
SGD
SGD With Momentum
Adagrad
Adadelta And RMSprop
Adam Optimizer
Taught by
Krish Naik