Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
predictors, leading to a more stable and generalized model. Consider Computation Time: For very large datasets, the computational cost of the model becomes a significant factor. In such cases, simpler models like Linear Regression can be advantageous as they tend to be more computationally