Gradient Descent Optimization
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Videos
Gradient Descent, how neural networks learn | 3blue1brown
By 3blue1brown
Gradient Descent, Step-by-step
Explanation by StatQuest
Gradient Descent, Logistic Regression Gradient Descent, Gradient Descent on m Examples, Gradient Descent for Neural Networks,
Andrew Ng’s videos on Gradient Descent from his Coursera course
Posts
A simple introduction of gradient descent and a brief look at other GD algorithms
Gradient Descent | ML Glossary
A short lesson on Gradient Descent along with some code
Gradient Descent applied to neural networks
A look at how neural networks learn using gradient descent
An overview of gradient descent optimization algorithms
A post explaining simple gradient descent algorithms and more complex versions for deep learning
Code Examples
Simple implementation of gradient descent for linear regression with numpy
Gradient Descent Example for Linear Regression
A simple example in a jupyter notebook with visualization
Tagged Pages: Adam Optimizer, Neural Networks (MLPs)
Know a great resource on Gradient Descent Optimization? Send it to us at contactbackprop@gmail.com!