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Category: R-ML

Mathematical Representation and Compute Cost of a Feed-Forward Neural Network in R

Mathematical Representation and Compute Cost of a Feed-Forward Neural Network in R

R-ML

What is a FeedForward Neural Network? In FeedForward Neural Network, the Perceptrons are arranged in layers, with the first layer […]

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Hand-Written Digit Recognition in R using Neuralnet

R-ML

It is high time now that I slide my feet in the vast ocean of Neural Network. I was avoiding […]

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Hand-Written Digit Recognition in R using Multinomial Logistic Regression

R-ML

Multinomial Logistic Regression is a classification method that generalizes Logistic Regression to multiclass problems i.e. with more than two possible discrete […]

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Hand-Written Digit Recognition in R using randomForest

R-ML

As the story goes, I was going through the Neural Network Exercise from the Andrew Ng Course of Machine Learning. I converted the […]

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Hand-Written Digit Recognition in R using rpart

Hand-Written Digit Recognition in R using rpart

R-ML

I converted the .mat file from the Andrew Ng Course to a .csv file long back. The steps are mentioned […]

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Predict Your Child’s Height at 18

Assignments

“Height” is a slightly delicate issue for me. I stopped growing at 5 feet. That’s why I always wonder “How […]

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