Data Science, Machine Learning, Linear Regression, Ridge Regression, Lasso Regression.
out several possibilities and see which one gives you the best model. Techniques such as cross-validation can be particularly useful here. The right choice of regression model will depend on the specifics of your dataset and the problem you’re trying to solve. Practical considerations, such as