Salfade Tutorials

A series of fortunate events .

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Supervised Learning reset

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.

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.

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).

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).

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Salfade Tutorials

Layers of a Convolutional Neural Network (Part 2)

Artificial Neural Networks : Forward Propagation

Implementation of ANN for MNIST Handwritten Digits Classification

Naive Bayes Classifier : An Example with Categorical features

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

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