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Intro to Deep Learning Concepts

Intro to Deep Learning

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Intro to Pytorch

Coding with Pytorch

Basic Neural Networks

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Back Propagation

Intro to Pytorch

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YOU WILL LEARN

Intro to Deep Learning Concepts

Intro to Deep Learning

Computation Graph

Intro to Pytorch

Coding with Pytorch

Basic Neural Networks

Neural Network Representation

Activation Functions

Derivatives

Gradient Descent

Back Propagation

Random Initialization

Deep Neural Networks

Deep Neural Networks

Forward Propagation

Building Blocks of Neural Networks

Forward & Backward Propagation

Parameters vs  Hyper Parameters

Regularization

Dropout

Testing Your Neural Network

Optimization Algos

Convolution Neural Networks(CNN)

Famous Neural Network CNN Architectures

Applications of CNN

Sequence Models in Deep Learning

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