Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
relationship is not linear, another type of regression, like polynomial or logarithmic, might be more suitable. Presence of Multicollinearity: Multicollinearity occurs when two or more independent variables are highly correlated. It can lead to unstable estimates of the regression coefficients and