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Category: R-Programming

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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Convert .mat file to .csv file using csvwrite

Errors

I thought of practicing the Neural Network exercise from Andrew Ng course in R and got stuck at the first […]

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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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Mathematical Representation of a Logistic Regression Model

Mathematical Representation of a Logistic Regression Model

R-ML

Introduction: The Logistic Regression Model is a popular Machine Learning Algorithm used for Classification problems. Thus, Logistic Regression can be used […]

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Compute Gradient Descent of a Multivariate Linear Regression Model in R

Compute Gradient Descent of a Multivariate Linear Regression Model in R

R-ML

Introduction: A Multivariate Linear Regression Model is a Linear approach for illustrating a relationship between a dependent variable (say Y) […]

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Derive Gradient Descent for a Univariate Linear Regression Model

R-ML

I think, whoever starts to learn Machine Learning, checks out the Machine Learning Class by Andrew Ng. I was not […]

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