Lecture Notes || SNS Courseware

Subject Details

Dept : CSE

Sem : 6

Regul : 2019

Faculty : INDHUJA A

phone : NIL

E-mail : indhuja.a.cse@snsct.org

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Lecture Notes

UNIT 1:

Basic Concept of Neurons

Perceptron Algorithm

Single Layer Neural Network

Multi Layer Neural Network

Backpropagation Networks

UNIT 2:

Deep Neural Networks

UNIT 3:

CNN Architectures

Activation Function

Recurrent Neural Networks

Recursive Neural Networks

Recurrent and Recursive Nets

Convolution Layer– Pooling Layers

Create and deploy Convolutional Neural networks using Keras for Image data.

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