Lasso Regression, Regression, Regression Analysis, Data Science, Machine Learning.
simultaneously. By adding a penalty term to the cost function, it encourages sparsity in the model, resulting in simpler, more interpretable, and potentially more accurate models. However, choosing the right value for the regularization parameter is a crucial step in implementing Lasso Regression