Machine Learning, Regularization, Machine Learning Concept, Learning, Learning Journey.
the model from assigning too much importance to any single feature (represented by large coefficients), thereby simplifying the model. In essence, regularization keeps the model balanced and focused on the true signal, enhancing its ability to generalize to unseen data. Wait, why exactly do we