Salfade Tutorials

A series of fortunate events .

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Fathima Fazla reset

PCA from Scratch (Python) & Signs of Principal Components

June 06, 2021

by Fathima Fazla

In this article, I'm going to discuss the implementation of PCA from scratch and what the signs of principal components indicate.

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.

Visualizing the Output Images of the Convolutional Layers of a CNN

September 09, 2021

by Fathima Fazla

Have you ever wondered ‘How do the output images of the convolutional layers of a Convolutional Neural Network (CNN) look like?’. If yes, then this article is for you.

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.

Layers of a Convolutional Neural Network (Part 1)

July 05, 2021

by Fathima Fazla

In this article, I'm going to discuss the convolutional layer of a CNN and how it works using an Example.

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Salfade Tutorials

PCA from Scratch (Python) & Signs of Principal Components

Artificial Neural Networks : Forward Propagation

Visualizing the Output Images of the Convolutional Layers of a CNN

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

Layers of a Convolutional Neural Network (Part 1)

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