Salfade Tutorials

A series of fortunate events .

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Supervised Learning reset

Naive Bayes Classifier : An Example with Numerical features

June 13, 2021

by Fathima Fazla

This article discusses how a Naive Bayes classifier works on the data samples with numerical 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.

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.

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.

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Salfade Tutorials

Naive Bayes Classifier : An Example with Numerical features

Visualizing the Output Images of the Convolutional Layers of a CNN

Naive Bayes Classifier : An Example with Categorical features

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

Layers of a Convolutional Neural Network (Part 2)

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