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• Regularized Multiclass Logistic Regression Algorithm

  Logistic Regression is a Classification Machine Learning model used to predict a discrete variable given one or more independent variables. Classification entails assigning a class to each sample based on the learned parameters.

• Developing a Linear Regression Algorithm

  Linear Regression is a Machine Learning model used to predict a continuous variable given one or more independent variables (features). When there is one continuous variable, we have a Single Variable Linear Regression. On the other hand, two or more independent variables is called a Multivariable Linear Regression.