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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

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