Salfade Tutorials

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Machine Learning reset

Convolutional Neural Network : Introduction, Brief History, Structure, Operation, Pros and Cons

July 03, 2021

by Fathima Fazla

This article discusses what is a Convolutional Neural Network, its brief history, structure, operation, pros and cons.

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.

PCA : A Simple way to understand with an Example

June 05, 2021

by Fathima Fazla

From this article, you can learn not only the concept and mathematics of PCA, but also how to apply PCA on data samples with 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.

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Salfade Tutorials

Convolutional Neural Network : Introduction, Brief History, Structure, Operation, Pros and Cons

Visualizing the Output Images of the Convolutional Layers of a CNN

PCA : A Simple way to understand with an Example

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

Artificial Neural Networks : Forward Propagation

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