Salfade Tutorials

A series of fortunate events .

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Supervised Learning reset

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.

Naive Bayes Classifier : An Example with Categorical features

June 07, 2021

by Fathima Fazla

This article discusses what is a Naive Bayes classifier and how it works on the data samples with categorical features using an Example.

Implementation of ANN for MNIST Handwritten Digits Classification

July 15, 2021

by Fathima Fazla

This article explains the basics of how to build an ANN model for the classification of 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.

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.

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Salfade Tutorials

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

Naive Bayes Classifier : An Example with Categorical features

Implementation of ANN for MNIST Handwritten Digits Classification

Layers of a Convolutional Neural Network (Part 2)

Visualizing the Output Images of the Convolutional Layers of a CNN

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