Salfade Tutorials

A series of fortunate events .

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Supervised Learning reset

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.

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.

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.

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

Naive Bayes Classifier : An Example with Categorical features

Naive Bayes Classifier : An Example with Numerical features

Visualizing the Output Images of the Convolutional Layers of a CNN

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

Artificial Neural Networks : Forward Propagation

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