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SGD with Momentum Optimizer

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SGD with Momentum Optimizer

Data Science SGD with Momentum Optimizer

SGD with Momentum Optimizer

In this class, We discuss SGD with Momentum Optimizer.

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Deep Learning

Understanding Nervous System for Neural Networks

Understanding Perceptron

Training a Single Perceptron Back Propagation

Multi-layer Perceptron Neural Network

Training Multi-layer Perceptron Back Propagation

Sigmoid and Tanh Activation Functions

The Power of Neural Network How it Provide Nonlinearity

Relu Leaky Relu and Swish Activation Functions

Convex Non-Convex Functions and Contour for Neural Network

Saddle Point in Neural Network

Problem with SGD in Neural Network

Exponential Weighted Average

SGD with Momentum Optimizer

Ada Grad and Ada Delta Optimizer

Adam Optimizer for Neural Network

How Normalization Helps Gradient Descent

Scaling and Shifting For Batch Normalization

Need of Batch Normalization

How Batch Normalization Implemented

Regularization in Neural Network

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