Salfade Tutorials

A series of fortunate events .

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Fathima Fazla reset

Building a CNN model for the Classification of Fashion MNIST (Step by Step)

July 11, 2021

by Fathima Fazla

This article explains the basics of how to build a CNN model for the classification of Fashion MNIST dataset (Step by Step).

Layers of a Convolutional Neural Network (Part 2)

July 07, 2021

by Fathima Fazla

In this article, I'm going to discuss the Nonlinear layer, Pooling layer and Fully connected layer of a CNN and how they work using an Example.

Artificial Neural Network : From Scratch in Python (For Beginners)

July 09, 2021

by Fathima Fazla

In this article, I'm going to discuss the implementation of 'Forward propagation' and 'Backpropagation' of an Artificial Neural Network from scratch.

Artificial Neural Networks : Forward Propagation

June 11, 2021

by Fathima Fazla

In this article, I'm going to discuss what is an Artificial Neural Network, types of it, what is Forward Propagation and how it works using an Example.

Artificial Neural Networks : Backpropagation

July 01, 2021

by Fathima Fazla

From this article, you can learn what is 'Backpropagation', the mathematics behind it and how it works using an Example.

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Salfade Tutorials

Building a CNN model for the Classification of Fashion MNIST (Step by Step)

Layers of a Convolutional Neural Network (Part 2)

Artificial Neural Network : From Scratch in Python (For Beginners)

Artificial Neural Networks : Forward Propagation

Artificial Neural Networks : Backpropagation

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