Data Science, Regularization, Machine Learning, Editors Pick, Hands On Tutorials.
independent variables are features and the dependent variable, what you want to predict, is the model target. Modeling your dog’s nap duration as a multivariate linear model. Looking at this nap duration model, Beta 0 is the intercept, the value the target takes when all features are equal to zero.