Salfade Tutorials

A series of fortunate events .

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Supervised Learning reset

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).

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.

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.

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.

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.

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Salfade Tutorials

Implementation of ANN for MNIST Handwritten Digits Classification

Artificial Neural Networks : Forward Propagation

Naive Bayes Classifier : An Example with Categorical features

Visualizing the Output Images of the Convolutional Layers of a CNN

Layers of a Convolutional Neural Network (Part 2)

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